https://ai-guru-academy.vercel.app/en/https://ai-guru-academy.vercel.app/en/fundamentals/https://ai-guru-academy.vercel.app/en/fundamentals/chains-agents-workflows/2026-10-08T00:00:00.000Zhttps://cdn.jsdelivr.net/gh/aton-of-data/ai-guru-cdn@main/chains-agents-workflows.jpgChains, agents, and workflows, video lesson | ai-guruThe difference between code choosing the path and the model choosing the path. Narrated in English, with Portuguese subtitles.https://github.com/aton-of-data/ai-guru-cdn/releases/download/media/chains-agents-workflows.mp44772026-10-08T09:00:00-03:00yesnohttps://ai-guru-academy.vercel.app/en/fundamentals/choosing-a-stack/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/en/fundamentals/cost-and-latency/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/en/fundamentals/embeddings/2026-10-08T00:00:00.000Zhttps://cdn.jsdelivr.net/gh/aton-of-data/ai-guru-cdn@main/embeddings.jpgEmbeddings, video lesson | ai-guruText turned into vectors: what similarity captures and where it misleads. Narrated in English, with Portuguese subtitles.https://github.com/aton-of-data/ai-guru-cdn/releases/download/media/embeddings.mp44902026-10-08T09:00:00-03:00yesnohttps://ai-guru-academy.vercel.app/en/fundamentals/how-to-read-this-catalog/2026-10-09T00:00:00.000Zhttps://cdn.jsdelivr.net/gh/aton-of-data/ai-guru-cdn@main/how-to-read-this-catalog.jpgHow to read this catalog, video lesson | ai-guruThe five pillars, how pages connect, and where to start for your role. Narrated in English, with Portuguese subtitles.https://github.com/aton-of-data/ai-guru-cdn/releases/download/media/how-to-read-this-catalog.mp44632026-10-08T09:00:00-03:00yesnohttps://ai-guru-academy.vercel.app/en/fundamentals/llm-for-engineers/2026-10-08T00:00:00.000Zhttps://cdn.jsdelivr.net/gh/aton-of-data/ai-guru-cdn@main/llm-for-engineers.jpgLLMs for engineers, video lesson | ai-guruThe model as a probabilistic function: what goes in, what comes out, and what it never promises. Narrated in English, with Portuguese subtitles.https://github.com/aton-of-data/ai-guru-cdn/releases/download/media/llm-for-engineers.mp45152026-10-08T09:00:00-03:00yesnohttps://ai-guru-academy.vercel.app/en/fundamentals/observability-basics/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/en/fundamentals/prompt-as-interface/2026-10-09T00:00:00.000Zhttps://cdn.jsdelivr.net/gh/aton-of-data/ai-guru-cdn@main/prompt-as-interface.jpgThe prompt as an interface, video lesson | ai-guruTreat the prompt like an API contract: input, output, version, and test. Narrated in English, with Portuguese subtitles.https://github.com/aton-of-data/ai-guru-cdn/releases/download/media/prompt-as-interface.mp44512026-10-08T09:00:00-03:00yesnohttps://ai-guru-academy.vercel.app/en/fundamentals/prompt-injection-basics/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/en/fundamentals/sampling-and-temperature/2026-10-08T00:00:00.000Zhttps://cdn.jsdelivr.net/gh/aton-of-data/ai-guru-cdn@main/sampling-and-temperature.jpgSampling and temperature, video lesson | ai-guruWhere answer variation comes from and when you want more or less of it. Narrated in English, with Portuguese subtitles.https://github.com/aton-of-data/ai-guru-cdn/releases/download/media/sampling-and-temperature.mp44682026-10-08T09:00:00-03:00yesnohttps://ai-guru-academy.vercel.app/en/fundamentals/tokens-and-context-window/2026-10-08T00:00:00.000Zhttps://cdn.jsdelivr.net/gh/aton-of-data/ai-guru-cdn@main/tokens-and-context-window.jpgTokens and the context window, video lesson | ai-guruWhy everything costs tokens, why the middle of the context fades, and how to measure it. Narrated in English, with Portuguese subtitles.https://github.com/aton-of-data/ai-guru-cdn/releases/download/media/tokens-and-context-window.mp44882026-10-08T09:00:00-03:00yesnohttps://ai-guru-academy.vercel.app/en/fundamentals/tools-and-function-calling/2026-10-09T00:00:00.000Zhttps://cdn.jsdelivr.net/gh/aton-of-data/ai-guru-cdn@main/tools-and-function-calling.jpgTools and function calling, video lesson | ai-guruHow the model asks your code to act and who decides what happens next. Narrated in English, with Portuguese subtitles.https://github.com/aton-of-data/ai-guru-cdn/releases/download/media/tools-and-function-calling.mp44682026-10-08T09:00:00-03:00yesnohttps://ai-guru-academy.vercel.app/en/fundamentals/what-is-an-eval/2026-10-09T00:00:00.000Zhttps://cdn.jsdelivr.net/gh/aton-of-data/ai-guru-cdn@main/what-is-an-eval.jpgWhat an eval is, video lesson | ai-guruTests for systems that never answer the same way twice, from unit case to benchmark. Narrated in English, with Portuguese subtitles.https://github.com/aton-of-data/ai-guru-cdn/releases/download/media/what-is-an-eval.mp45122026-10-09T09:00:00-03:00yesnohttps://ai-guru-academy.vercel.app/en/interview-prep/https://ai-guru-academy.vercel.app/en/langgraph-lab/https://ai-guru-academy.vercel.app/en/langgraph-lab/coding-agent/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/en/langgraph-lab/deep-research/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/en/langgraph-lab/internal-knowledge-chat/2026-10-22T00:00:00.000Zhttps://cdn.jsdelivr.net/gh/aton-of-data/ai-guru-cdn@main/internal-knowledge-chat.jpgInternal knowledge base chat, video lesson | ai-guruAnswer employee questions from wikis, policies, and manuals. Narrated in English, with Portuguese subtitles.https://github.com/aton-of-data/ai-guru-cdn/releases/download/media/internal-knowledge-chat.mp45392026-10-22T09:00:00-03:00yesnohttps://ai-guru-academy.vercel.app/en/langgraph-lab/nfe-contract-extraction/2026-10-10T00:00:00.000Zhttps://cdn.jsdelivr.net/gh/aton-of-data/ai-guru-cdn@main/nfe-contract-extraction.jpgInvoice and contract extraction, video lesson | ai-guruRead invoices and contracts in PDF and fill the ERP with no manual typing. Narrated in English, with Portuguese subtitles.https://github.com/aton-of-data/ai-guru-cdn/releases/download/media/nfe-contract-extraction.mp44862026-10-10T09:00:00-03:00yesnohttps://ai-guru-academy.vercel.app/en/langgraph-lab/personal-finance-assistant/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/en/langgraph-lab/support-bot-escalation/2026-10-09T00:00:00.000Zhttps://cdn.jsdelivr.net/gh/aton-of-data/ai-guru-cdn@main/support-bot-escalation.jpgSupport bot with human escalation, video lesson | ai-guruA WhatsApp bot that answers questions, looks up orders, and knows when to call a human. Narrated in English, with Portuguese subtitles.https://github.com/aton-of-data/ai-guru-cdn/releases/download/media/support-bot-escalation.mp45862026-10-09T09:00:00-03:00yesnohttps://ai-guru-academy.vercel.app/en/patterns/https://ai-guru-academy.vercel.app/en/patterns/agentic-rag/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/en/patterns/audit-log/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/en/patterns/browser-agent/https://ai-guru-academy.vercel.app/en/patterns/checkpoint-resume/https://ai-guru-academy.vercel.app/en/patterns/circuit-breaker/https://ai-guru-academy.vercel.app/en/patterns/citation-grounding/https://ai-guru-academy.vercel.app/en/patterns/code-execution-sandbox/https://ai-guru-academy.vercel.app/en/patterns/compensating-action/https://ai-guru-academy.vercel.app/en/patterns/computer-use/https://ai-guru-academy.vercel.app/en/patterns/constitutional-check/https://ai-guru-academy.vercel.app/en/patterns/context-compaction/2026-10-21T00:00:00.000Zhttps://cdn.jsdelivr.net/gh/aton-of-data/ai-guru-cdn@main/context-compaction.jpgContext Compaction, video lesson | ai-guruSummarize or prune the context as it grows, keeping what matters. Narrated in English, with Portuguese subtitles.https://github.com/aton-of-data/ai-guru-cdn/releases/download/media/context-compaction.mp45002026-10-21T09:00:00-03:00yesnohttps://ai-guru-academy.vercel.app/en/patterns/context-isolation/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/en/patterns/contextual-chunking/2026-10-21T00:00:00.000Zhttps://cdn.jsdelivr.net/gh/aton-of-data/ai-guru-cdn@main/contextual-chunking.jpgContextual Chunking, video lesson | ai-guruSplit documents along their structure and attach to each chunk the context it came from. Narrated in English, with Portuguese subtitles.https://github.com/aton-of-data/ai-guru-cdn/releases/download/media/contextual-chunking.mp44872026-10-21T09:00:00-03:00yesnohttps://ai-guru-academy.vercel.app/en/patterns/cost-budget/https://ai-guru-academy.vercel.app/en/patterns/debate/https://ai-guru-academy.vercel.app/en/patterns/dry-run/https://ai-guru-academy.vercel.app/en/patterns/dual-llm/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/en/patterns/durable-workflow/https://ai-guru-academy.vercel.app/en/patterns/episodic-memory/https://ai-guru-academy.vercel.app/en/patterns/eval-harness/2026-10-09T00:00:00.000Zhttps://cdn.jsdelivr.net/gh/aton-of-data/ai-guru-cdn@main/eval-harness.jpgEval Harness, video lesson | ai-guruRun test cases automatically on every prompt, model, or code change. Narrated in English, with Portuguese subtitles.https://github.com/aton-of-data/ai-guru-cdn/releases/download/media/eval-harness.mp45202026-10-09T09:00:00-03:00yesnohttps://ai-guru-academy.vercel.app/en/patterns/evaluator-optimizer/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/en/patterns/fallback-model/https://ai-guru-academy.vercel.app/en/patterns/few-shot-selector/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/en/patterns/golden-dataset/2026-10-10T00:00:00.000Zhttps://cdn.jsdelivr.net/gh/aton-of-data/ai-guru-cdn@main/golden-dataset.jpgGolden Dataset, video lesson | ai-guruKeep a curated set of inputs and expected answers that grows with real bugs. Narrated in English, with Portuguese subtitles.https://github.com/aton-of-data/ai-guru-cdn/releases/download/media/golden-dataset.mp45562026-10-10T09:00:00-03:00yesnohttps://ai-guru-academy.vercel.app/en/patterns/graph-rag/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/en/patterns/human-in-the-loop/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/en/patterns/hybrid-search/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/en/patterns/idempotent-action/https://ai-guru-academy.vercel.app/en/patterns/input-guardrails/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/en/patterns/least-privilege-tools/https://ai-guru-academy.vercel.app/en/patterns/llm-as-judge/https://ai-guru-academy.vercel.app/en/patterns/long-running-agent/https://ai-guru-academy.vercel.app/en/patterns/long-term-memory/https://ai-guru-academy.vercel.app/en/patterns/map-reduce/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/en/patterns/mcp-adapter/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/en/patterns/memory-consolidation/https://ai-guru-academy.vercel.app/en/patterns/model-cascade/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/en/patterns/multi-agent-handoff/https://ai-guru-academy.vercel.app/en/patterns/orchestrator-workers/2026-10-23T00:00:00.000Zhttps://cdn.jsdelivr.net/gh/aton-of-data/ai-guru-cdn@main/orchestrator-workers.jpgOrchestrator-Workers, video lesson | ai-guruOne model decides subtasks on the fly and hands them to workers. Narrated in English, with Portuguese subtitles.https://github.com/aton-of-data/ai-guru-cdn/releases/download/media/orchestrator-workers.mp45092026-10-23T09:00:00-03:00yesnohttps://ai-guru-academy.vercel.app/en/patterns/output-guardrails/https://ai-guru-academy.vercel.app/en/patterns/output-validation-repair/https://ai-guru-academy.vercel.app/en/patterns/pii-redaction/https://ai-guru-academy.vercel.app/en/patterns/plan-then-execute/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/en/patterns/progressive-disclosure/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/en/patterns/prompt-caching/https://ai-guru-academy.vercel.app/en/patterns/prompt-chaining/2026-10-08T00:00:00.000Zhttps://cdn.jsdelivr.net/gh/aton-of-data/ai-guru-cdn@main/prompt-chaining.jpgPrompt Chaining, video lesson | ai-guruSplit the task into fixed steps where each output feeds the next input. Narrated in English, with Portuguese subtitles.https://github.com/aton-of-data/ai-guru-cdn/releases/download/media/prompt-chaining.mp45612026-10-08T09:00:00-03:00yesnohttps://ai-guru-academy.vercel.app/en/patterns/prompt-template-registry/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/en/patterns/query-rewriting/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/en/patterns/rag/2026-10-08T00:00:00.000Zhttps://cdn.jsdelivr.net/gh/aton-of-data/ai-guru-cdn@main/rag.jpgRetrieval-Augmented Generation (RAG), video lesson | ai-guruFetch relevant passages and hand them to the model along with the question. Narrated in English, with Portuguese subtitles.https://github.com/aton-of-data/ai-guru-cdn/releases/download/media/rag.mp45412026-10-08T09:00:00-03:00yesnohttps://ai-guru-academy.vercel.app/en/patterns/react-loop/2026-10-22T00:00:00.000Zhttps://cdn.jsdelivr.net/gh/aton-of-data/ai-guru-cdn@main/react-loop.jpgReAct Loop, video lesson | ai-guruAlternate reasoning, action, and observation until the task is done. Narrated in English, with Portuguese subtitles.https://github.com/aton-of-data/ai-guru-cdn/releases/download/media/react-loop.mp45712026-10-22T09:00:00-03:00yesnohttps://ai-guru-academy.vercel.app/en/patterns/reflection/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/en/patterns/replanning/https://ai-guru-academy.vercel.app/en/patterns/reranking/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/en/patterns/routing/2026-10-09T00:00:00.000Zhttps://cdn.jsdelivr.net/gh/aton-of-data/ai-guru-cdn@main/routing.jpgRouting, video lesson | ai-guruClassify the input and send each kind down a specialized path. Narrated in English, with Portuguese subtitles.https://github.com/aton-of-data/ai-guru-cdn/releases/download/media/routing.mp45252026-10-05T09:00:00-03:00yesnohttps://ai-guru-academy.vercel.app/en/patterns/scratchpad/https://ai-guru-academy.vercel.app/en/patterns/sectioning/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/en/patterns/self-consistency/https://ai-guru-academy.vercel.app/en/patterns/semantic-cache/https://ai-guru-academy.vercel.app/en/patterns/shadow-deploy/https://ai-guru-academy.vercel.app/en/patterns/shared-blackboard/https://ai-guru-academy.vercel.app/en/patterns/short-term-memory/https://ai-guru-academy.vercel.app/en/patterns/stop-conditions/2026-10-22T00:00:00.000Zhttps://cdn.jsdelivr.net/gh/aton-of-data/ai-guru-cdn@main/stop-conditions.jpgStop Conditions, video lesson | ai-guruDefine clearly when the agent is done, has given up, or needs help. Narrated in English, with Portuguese subtitles.https://github.com/aton-of-data/ai-guru-cdn/releases/download/media/stop-conditions.mp45292026-10-22T09:00:00-03:00yesnohttps://ai-guru-academy.vercel.app/en/patterns/structured-output/2026-10-08T00:00:00.000Zhttps://cdn.jsdelivr.net/gh/aton-of-data/ai-guru-cdn@main/structured-output.jpgStructured Output, video lesson | ai-guruRequire the model to answer in a schema and validate the response. Narrated in English, with Portuguese subtitles.https://github.com/aton-of-data/ai-guru-cdn/releases/download/media/structured-output.mp44892026-10-08T09:00:00-03:00yesnohttps://ai-guru-academy.vercel.app/en/patterns/subagent-delegation/2026-10-23T00:00:00.000Zhttps://cdn.jsdelivr.net/gh/aton-of-data/ai-guru-cdn@main/subagent-delegation.jpgSubagent Delegation, video lesson | ai-guruThe main agent spawns subagents for focused tasks and receives only the conclusion. Narrated in English, with Portuguese subtitles.https://github.com/aton-of-data/ai-guru-cdn/releases/download/media/subagent-delegation.mp45472026-10-23T09:00:00-03:00yesnohttps://ai-guru-academy.vercel.app/en/patterns/supervisor/https://ai-guru-academy.vercel.app/en/patterns/tool-result-summarizer/https://ai-guru-academy.vercel.app/en/patterns/tool-router/2026-10-23T00:00:00.000Zhttps://cdn.jsdelivr.net/gh/aton-of-data/ai-guru-cdn@main/tool-router.jpgTool Router, video lesson | ai-guruPick a small subset of tools before calling the main model. Narrated in English, with Portuguese subtitles.https://github.com/aton-of-data/ai-guru-cdn/releases/download/media/tool-router.mp44712026-10-23T09:00:00-03:00yesnohttps://ai-guru-academy.vercel.app/en/patterns/tool-use/2026-10-09T00:00:00.000Zhttps://cdn.jsdelivr.net/gh/aton-of-data/ai-guru-cdn@main/tool-use.jpgTool Use, video lesson | ai-guruGive the model well described functions to fetch data and take action. Narrated in English, with Portuguese subtitles.https://github.com/aton-of-data/ai-guru-cdn/releases/download/media/tool-use.mp44922026-10-08T09:00:00-03:00yesnohttps://ai-guru-academy.vercel.app/en/patterns/tree-of-thoughts/https://ai-guru-academy.vercel.app/en/patterns/voting/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/en/refactorings/https://ai-guru-academy.vercel.app/en/refactorings/add-approval-before-side-effect/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/en/refactorings/add-eval-before-prompt-change/2026-10-09T00:00:00.000Zhttps://cdn.jsdelivr.net/gh/aton-of-data/ai-guru-cdn@main/add-eval-before-prompt-change.jpgAdd Eval Before Changing the Prompt, video lesson | ai-guruBuild a test set and measure the current version before any tweak. Narrated in English, with Portuguese subtitles.https://github.com/aton-of-data/ai-guru-cdn/releases/download/media/add-eval-before-prompt-change.mp44662026-10-09T09:00:00-03:00yesnohttps://ai-guru-academy.vercel.app/en/refactorings/add-fallback-path/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/en/refactorings/add-loop-budget/2026-10-22T00:00:00.000Zhttps://cdn.jsdelivr.net/gh/aton-of-data/ai-guru-cdn@main/add-loop-budget.jpgAdd Loop Budget, video lesson | ai-guruCap steps, time, and money for each run and define what happens at the limit. Narrated in English, with Portuguese subtitles.https://github.com/aton-of-data/ai-guru-cdn/releases/download/media/add-loop-budget.mp44802026-10-22T09:00:00-03:00yesnohttps://ai-guru-academy.vercel.app/en/refactorings/add-tracing/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/en/refactorings/classify-errors-before-retry/2026-10-10T00:00:00.000Zhttps://cdn.jsdelivr.net/gh/aton-of-data/ai-guru-cdn@main/classify-errors-before-retry.jpgClassify Errors Before Retry, video lesson | ai-guruSeparate transient errors from permanent ones and retry only what can succeed. Narrated in English, with Portuguese subtitles.https://github.com/aton-of-data/ai-guru-cdn/releases/download/media/classify-errors-before-retry.mp44162026-10-10T09:00:00-03:00yesnohttps://ai-guru-academy.vercel.app/en/refactorings/collapse-agents/2026-10-24T00:00:00.000Zhttps://cdn.jsdelivr.net/gh/aton-of-data/ai-guru-cdn@main/collapse-agents.jpgCollapse Agents, video lesson | ai-guruMerge agents that only pass text along into one agent with the right tools. Narrated in English, with Portuguese subtitles.https://github.com/aton-of-data/ai-guru-cdn/releases/download/media/collapse-agents.mp45172026-10-24T09:00:00-03:00yesnohttps://ai-guru-academy.vercel.app/en/refactorings/consolidate-tools/2026-10-22T00:00:00.000Zhttps://cdn.jsdelivr.net/gh/aton-of-data/ai-guru-cdn@main/consolidate-tools.jpgConsolidate Tools, video lesson | ai-guruMerge similar tools and remove the ones nobody uses. Narrated in English, with Portuguese subtitles.https://github.com/aton-of-data/ai-guru-cdn/releases/download/media/consolidate-tools.mp45222026-10-22T09:00:00-03:00yesnohttps://ai-guru-academy.vercel.app/en/refactorings/expose-tool-via-mcp/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/en/refactorings/extract-subagent/2026-10-23T00:00:00.000Zhttps://cdn.jsdelivr.net/gh/aton-of-data/ai-guru-cdn@main/extract-subagent.jpgExtract Subagent, video lesson | ai-guruGive a large task its own agent with a clean context and only the tools it needs. Narrated in English, with Portuguese subtitles.https://github.com/aton-of-data/ai-guru-cdn/releases/download/media/extract-subagent.mp45202026-10-23T09:00:00-03:00yesnohttps://ai-guru-academy.vercel.app/en/refactorings/extract-subprompt/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/en/refactorings/extract-versioned-template/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/en/refactorings/inline-trivial-step/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/en/refactorings/introduce-cache/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/en/refactorings/introduce-model-cascade/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/en/refactorings/introduce-router/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/en/refactorings/move-few-shots-to-dataset/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/en/refactorings/move-instruction-to-tool-description/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/en/refactorings/move-retrieval-out-of-prompt/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/en/refactorings/move-secret-out-of-prompt/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/en/refactorings/move-to-durable-execution/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/en/refactorings/narrow-tool-permissions/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/en/refactorings/normalize-tool-output/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/en/refactorings/parallelize-independent-steps/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/en/refactorings/quarantine-untrusted-content/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/en/refactorings/replace-agent-with-chain/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/en/refactorings/replace-free-text-with-structured-output/2026-10-10T00:00:00.000Zhttps://cdn.jsdelivr.net/gh/aton-of-data/ai-guru-cdn@main/replace-free-text-with-structured-output.jpgReplace Free Text with Structured Output, video lesson | ai-guruDefine a schema for the step's output and validate it before moving on. Narrated in English, with Portuguese subtitles.https://github.com/aton-of-data/ai-guru-cdn/releases/download/media/replace-free-text-with-structured-output.mp45122026-10-09T09:00:00-03:00yesnohttps://ai-guru-academy.vercel.app/en/refactorings/replace-history-with-summary/2026-10-21T00:00:00.000Zhttps://cdn.jsdelivr.net/gh/aton-of-data/ai-guru-cdn@main/replace-history-with-summary.jpgReplace History with Summary, video lesson | ai-guruReplace old turns with a summary and with facts stored outside the context. Narrated in English, with Portuguese subtitles.https://github.com/aton-of-data/ai-guru-cdn/releases/download/media/replace-history-with-summary.mp45242026-10-21T09:00:00-03:00yesnohttps://ai-guru-academy.vercel.app/en/refactorings/replace-llm-call-with-code/2026-10-10T00:00:00.000Zhttps://cdn.jsdelivr.net/gh/aton-of-data/ai-guru-cdn@main/replace-llm-call-with-code.jpgReplace LLM Call with Code, video lesson | ai-guruMove calculation, formatting, and validation into a function the model calls. Narrated in English, with Portuguese subtitles.https://github.com/aton-of-data/ai-guru-cdn/releases/download/media/replace-llm-call-with-code.mp44802026-10-09T09:00:00-03:00yesnohttps://ai-guru-academy.vercel.app/en/refactorings/replace-prompt-rule-with-graph-edge/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/en/refactorings/replace-rag-with-direct-context/2026-10-21T00:00:00.000Zhttps://cdn.jsdelivr.net/gh/aton-of-data/ai-guru-cdn@main/replace-rag-with-direct-context.jpgReplace RAG with Direct Context, video lesson | ai-guruWhen the material fits in the window, send it whole and use prompt caching. Narrated in English, with Portuguese subtitles.https://github.com/aton-of-data/ai-guru-cdn/releases/download/media/replace-rag-with-direct-context.mp44602026-10-21T09:00:00-03:00yesnohttps://ai-guru-academy.vercel.app/en/refactorings/replace-rules-with-examples/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/en/refactorings/separate-instructions-from-data/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/en/refactorings/split-god-tool/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/en/refactorings/validate-before-execute/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/en/scenarios/https://ai-guru-academy.vercel.app/en/scenarios/back-office-automation/https://ai-guru-academy.vercel.app/en/scenarios/browser-task-agent/https://ai-guru-academy.vercel.app/en/scenarios/call-center-voice/https://ai-guru-academy.vercel.app/en/scenarios/coding-agent/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/en/scenarios/content-moderation/https://ai-guru-academy.vercel.app/en/scenarios/content-pipeline/https://ai-guru-academy.vercel.app/en/scenarios/conversational-onboarding/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/en/scenarios/deep-research/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/en/scenarios/ecommerce-semantic-search/https://ai-guru-academy.vercel.app/en/scenarios/edu-tutor/https://ai-guru-academy.vercel.app/en/scenarios/health-assistant/https://ai-guru-academy.vercel.app/en/scenarios/incident-agent/https://ai-guru-academy.vercel.app/en/scenarios/internal-knowledge-chat/2026-10-22T00:00:00.000Zhttps://cdn.jsdelivr.net/gh/aton-of-data/ai-guru-cdn@main/internal-knowledge-chat.jpgInternal knowledge base chat, video lesson | ai-guruAnswer employee questions from wikis, policies, and manuals. Narrated in English, with Portuguese subtitles.https://github.com/aton-of-data/ai-guru-cdn/releases/download/media/internal-knowledge-chat.mp45392026-10-22T09:00:00-03:00yesnohttps://ai-guru-academy.vercel.app/en/scenarios/legacy-migration/https://ai-guru-academy.vercel.app/en/scenarios/legal-assistant/https://ai-guru-academy.vercel.app/en/scenarios/nfe-contract-extraction/2026-10-10T00:00:00.000Zhttps://cdn.jsdelivr.net/gh/aton-of-data/ai-guru-cdn@main/nfe-contract-extraction.jpgInvoice and contract extraction, video lesson | ai-guruRead invoices and contracts in PDF and fill the ERP with no manual typing. Narrated in English, with Portuguese subtitles.https://github.com/aton-of-data/ai-guru-cdn/releases/download/media/nfe-contract-extraction.mp44862026-10-10T09:00:00-03:00yesnohttps://ai-guru-academy.vercel.app/en/scenarios/personal-finance-assistant/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/en/scenarios/pr-reviewer/https://ai-guru-academy.vercel.app/en/scenarios/resume-screening/https://ai-guru-academy.vercel.app/en/scenarios/sales-sdr/https://ai-guru-academy.vercel.app/en/scenarios/spreadsheet-analysis/https://ai-guru-academy.vercel.app/en/scenarios/support-bot-escalation/2026-10-09T00:00:00.000Zhttps://cdn.jsdelivr.net/gh/aton-of-data/ai-guru-cdn@main/support-bot-escalation.jpgSupport bot with human escalation, video lesson | ai-guruA WhatsApp bot that answers questions, looks up orders, and knows when to call a human. Narrated in English, with Portuguese subtitles.https://github.com/aton-of-data/ai-guru-cdn/releases/download/media/support-bot-escalation.mp45862026-10-09T09:00:00-03:00yesnohttps://ai-guru-academy.vercel.app/en/scenarios/test-generator/https://ai-guru-academy.vercel.app/en/scenarios/text-to-sql/2026-10-10T00:00:00.000Zhttps://cdn.jsdelivr.net/gh/aton-of-data/ai-guru-cdn@main/text-to-sql.jpgNatural language to SQL, video lesson | ai-guruLet business teams query the database without knowing SQL and without risk of damage. Narrated in English, with Portuguese subtitles.https://github.com/aton-of-data/ai-guru-cdn/releases/download/media/text-to-sql.mp46092026-10-10T09:00:00-03:00yesnohttps://ai-guru-academy.vercel.app/en/scenarios/ticket-triage/https://ai-guru-academy.vercel.app/en/smells/https://ai-guru-academy.vercel.app/en/smells/agent-where-chain-would-do/2026-10-09T00:00:00.000Zhttps://cdn.jsdelivr.net/gh/aton-of-data/ai-guru-cdn@main/agent-where-chain-would-do.jpgAgent Where a Chain Would Do, video lesson | ai-guruAgent Where a Chain Would Do Narrated in English, with Portuguese subtitles.https://github.com/aton-of-data/ai-guru-cdn/releases/download/media/agent-where-chain-would-do.mp44692026-10-08T09:00:00-03:00yesnohttps://ai-guru-academy.vercel.app/en/smells/blind-retry/2026-10-10T00:00:00.000Zhttps://cdn.jsdelivr.net/gh/aton-of-data/ai-guru-cdn@main/blind-retry.jpgBlind Retry, video lesson | ai-guruBlind Retry Narrated in English, with Portuguese subtitles.https://github.com/aton-of-data/ai-guru-cdn/releases/download/media/blind-retry.mp44112026-10-10T09:00:00-03:00yesnohttps://ai-guru-academy.vercel.app/en/smells/context-rot/2026-10-21T00:00:00.000Zhttps://cdn.jsdelivr.net/gh/aton-of-data/ai-guru-cdn@main/context-rot.jpgContext Rot, video lesson | ai-guruContext Rot Narrated in English, with Portuguese subtitles.https://github.com/aton-of-data/ai-guru-cdn/releases/download/media/context-rot.mp44782026-10-21T09:00:00-03:00yesnohttps://ai-guru-academy.vercel.app/en/smells/decorative-multi-agent/2026-10-24T00:00:00.000Zhttps://cdn.jsdelivr.net/gh/aton-of-data/ai-guru-cdn@main/decorative-multi-agent.jpgDecorative Multi-Agent, video lesson | ai-guruDecorative Multi-Agent Narrated in English, with Portuguese subtitles.https://github.com/aton-of-data/ai-guru-cdn/releases/download/media/decorative-multi-agent.mp45002026-10-24T09:00:00-03:00yesnohttps://ai-guru-academy.vercel.app/en/smells/few-shot-hoarding/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/en/smells/free-text-handoff/2026-10-10T00:00:00.000Zhttps://cdn.jsdelivr.net/gh/aton-of-data/ai-guru-cdn@main/free-text-handoff.jpgFree-Text Handoff, video lesson | ai-guruFree-Text Handoff Narrated in English, with Portuguese subtitles.https://github.com/aton-of-data/ai-guru-cdn/releases/download/media/free-text-handoff.mp44462026-10-09T09:00:00-03:00yesnohttps://ai-guru-academy.vercel.app/en/smells/hardcoded-few-shots/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/en/smells/llm-doing-deterministic-work/2026-10-09T00:00:00.000Zhttps://cdn.jsdelivr.net/gh/aton-of-data/ai-guru-cdn@main/llm-doing-deterministic-work.jpgLLM Doing Deterministic Work, video lesson | ai-guruLLM Doing Deterministic Work Narrated in English, with Portuguese subtitles.https://github.com/aton-of-data/ai-guru-cdn/releases/download/media/llm-doing-deterministic-work.mp44932026-10-09T09:00:00-03:00yesnohttps://ai-guru-academy.vercel.app/en/smells/mega-agent/2026-10-23T00:00:00.000Zhttps://cdn.jsdelivr.net/gh/aton-of-data/ai-guru-cdn@main/mega-agent.jpgMega Agent, video lesson | ai-guruMega Agent Narrated in English, with Portuguese subtitles.https://github.com/aton-of-data/ai-guru-cdn/releases/download/media/mega-agent.mp44692026-10-23T09:00:00-03:00yesnohttps://ai-guru-academy.vercel.app/en/smells/missing-cache/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/en/smells/model-pinned-prompt/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/en/smells/no-cost-budget/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/en/smells/no-tracing/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/en/smells/overprivileged-tool/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/en/smells/prompt-bloat/2026-10-09T00:00:00.000Zhttps://cdn.jsdelivr.net/gh/aton-of-data/ai-guru-cdn@main/prompt-bloat.jpgPrompt Bloat, video lesson | ai-guruPrompt Bloat Narrated in English, with Portuguese subtitles.https://github.com/aton-of-data/ai-guru-cdn/releases/download/media/prompt-bloat.mp44852026-10-08T09:00:00-03:00yesnohttps://ai-guru-academy.vercel.app/en/smells/prompt-state-machine/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/en/smells/provider-format-leak/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/en/smells/rag-for-small-data/2026-10-21T00:00:00.000Zhttps://cdn.jsdelivr.net/gh/aton-of-data/ai-guru-cdn@main/rag-for-small-data.jpgRAG for Small Data, video lesson | ai-guruRAG for Small Data Narrated in English, with Portuguese subtitles.https://github.com/aton-of-data/ai-guru-cdn/releases/download/media/rag-for-small-data.mp44532026-10-21T09:00:00-03:00yesnohttps://ai-guru-academy.vercel.app/en/smells/raw-html-tool-output/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/en/smells/redundant-self-critique/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/en/smells/routing-system-prompt/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/en/smells/rule-stacking/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/en/smells/scattered-prompt-strings/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/en/smells/secret-in-prompt/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/en/smells/serial-latency-stack/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/en/smells/shared-scratchpad/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/en/smells/single-provider-dependency/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/en/smells/subagent-recursion/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/en/smells/tool-sprawl/2026-10-22T00:00:00.000Zhttps://cdn.jsdelivr.net/gh/aton-of-data/ai-guru-cdn@main/tool-sprawl.jpgTool Sprawl, video lesson | ai-guruTool Sprawl Narrated in English, with Portuguese subtitles.https://github.com/aton-of-data/ai-guru-cdn/releases/download/media/tool-sprawl.mp44942026-10-22T09:00:00-03:00yesnohttps://ai-guru-academy.vercel.app/en/smells/unbounded-loop/2026-10-22T00:00:00.000Zhttps://cdn.jsdelivr.net/gh/aton-of-data/ai-guru-cdn@main/unbounded-loop.jpgUnbounded Loop, video lesson | ai-guruUnbounded Loop Narrated in English, with Portuguese subtitles.https://github.com/aton-of-data/ai-guru-cdn/releases/download/media/unbounded-loop.mp44662026-10-22T09:00:00-03:00yesnohttps://ai-guru-academy.vercel.app/en/smells/ungated-side-effect/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/en/smells/untested-prompt/2026-10-09T00:00:00.000Zhttps://cdn.jsdelivr.net/gh/aton-of-data/ai-guru-cdn@main/untested-prompt.jpgUntested Prompt, video lesson | ai-guruUntested Prompt Narrated in English, with Portuguese subtitles.https://github.com/aton-of-data/ai-guru-cdn/releases/download/media/untested-prompt.mp44482026-10-09T09:00:00-03:00yesnohttps://ai-guru-academy.vercel.app/en/smells/untrusted-instructions/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/en/smells/unused-tools/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/en/smells/unvalidated-executed-output/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/en/smells/unversioned-prompt/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/en/smells/vibe-check-eval/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/en/tracks/https://ai-guru-academy.vercel.app/en/tracks/agents/https://ai-guru-academy.vercel.app/en/tracks/architecture/https://ai-guru-academy.vercel.app/en/tracks/backend/https://ai-guru-academy.vercel.app/en/tracks/first-steps/https://ai-guru-academy.vercel.app/en/tracks/rag/2026-10-08T00:00:00.000Zhttps://cdn.jsdelivr.net/gh/aton-of-data/ai-guru-cdn@main/rag.jpgRetrieval-Augmented Generation (RAG), video lesson | ai-guruFetch relevant passages and hand them to the model along with the question. Narrated in English, with Portuguese subtitles.https://github.com/aton-of-data/ai-guru-cdn/releases/download/media/rag.mp45412026-10-08T09:00:00-03:00yesnohttps://ai-guru-academy.vercel.app/en/tracks/security/https://ai-guru-academy.vercel.app/pt-br/https://ai-guru-academy.vercel.app/pt-br/cenarios/https://ai-guru-academy.vercel.app/pt-br/cenarios/back-office-automation/https://ai-guru-academy.vercel.app/pt-br/cenarios/browser-task-agent/https://ai-guru-academy.vercel.app/pt-br/cenarios/call-center-voice/https://ai-guru-academy.vercel.app/pt-br/cenarios/coding-agent/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/pt-br/cenarios/content-moderation/https://ai-guru-academy.vercel.app/pt-br/cenarios/content-pipeline/https://ai-guru-academy.vercel.app/pt-br/cenarios/conversational-onboarding/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/pt-br/cenarios/deep-research/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/pt-br/cenarios/ecommerce-semantic-search/https://ai-guru-academy.vercel.app/pt-br/cenarios/edu-tutor/https://ai-guru-academy.vercel.app/pt-br/cenarios/health-assistant/https://ai-guru-academy.vercel.app/pt-br/cenarios/incident-agent/https://ai-guru-academy.vercel.app/pt-br/cenarios/internal-knowledge-chat/2026-10-22T00:00:00.000Zhttps://cdn.jsdelivr.net/gh/aton-of-data/ai-guru-cdn@main/internal-knowledge-chat.jpgChat com a base de conhecimento interna, aula em vídeo | ai-guruResponder perguntas de funcionários com base em wikis, políticas e manuais. Narração em inglês, com legenda em português.https://github.com/aton-of-data/ai-guru-cdn/releases/download/media/internal-knowledge-chat.mp45392026-10-22T09:00:00-03:00yesnohttps://ai-guru-academy.vercel.app/pt-br/cenarios/legacy-migration/https://ai-guru-academy.vercel.app/pt-br/cenarios/legal-assistant/https://ai-guru-academy.vercel.app/pt-br/cenarios/nfe-contract-extraction/2026-10-10T00:00:00.000Zhttps://cdn.jsdelivr.net/gh/aton-of-data/ai-guru-cdn@main/nfe-contract-extraction.jpgExtração de NF-e e contratos, aula em vídeo | ai-guruLer notas fiscais e contratos em PDF e preencher o ERP sem digitação. Narração em inglês, com legenda em português.https://github.com/aton-of-data/ai-guru-cdn/releases/download/media/nfe-contract-extraction.mp44862026-10-10T09:00:00-03:00yesnohttps://ai-guru-academy.vercel.app/pt-br/cenarios/personal-finance-assistant/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/pt-br/cenarios/pr-reviewer/https://ai-guru-academy.vercel.app/pt-br/cenarios/resume-screening/https://ai-guru-academy.vercel.app/pt-br/cenarios/sales-sdr/https://ai-guru-academy.vercel.app/pt-br/cenarios/spreadsheet-analysis/https://ai-guru-academy.vercel.app/pt-br/cenarios/support-bot-escalation/2026-10-09T00:00:00.000Zhttps://cdn.jsdelivr.net/gh/aton-of-data/ai-guru-cdn@main/support-bot-escalation.jpgBot de suporte com escalonamento humano, aula em vídeo | ai-guruUm bot de WhatsApp que resolve dúvidas, consulta pedidos e sabe a hora de chamar uma pessoa. Narração em inglês, com legenda em português.https://github.com/aton-of-data/ai-guru-cdn/releases/download/media/support-bot-escalation.mp45862026-10-09T09:00:00-03:00yesnohttps://ai-guru-academy.vercel.app/pt-br/cenarios/test-generator/https://ai-guru-academy.vercel.app/pt-br/cenarios/text-to-sql/2026-10-10T00:00:00.000Zhttps://cdn.jsdelivr.net/gh/aton-of-data/ai-guru-cdn@main/text-to-sql.jpgPerguntas em linguagem natural para SQL, aula em vídeo | ai-guruDeixar o time de negócio consultar o banco sem saber SQL, sem risco de estrago. Narração em inglês, com legenda em português.https://github.com/aton-of-data/ai-guru-cdn/releases/download/media/text-to-sql.mp46092026-10-10T09:00:00-03:00yesnohttps://ai-guru-academy.vercel.app/pt-br/cenarios/ticket-triage/https://ai-guru-academy.vercel.app/pt-br/entrevistas/https://ai-guru-academy.vercel.app/pt-br/fundamentos/https://ai-guru-academy.vercel.app/pt-br/fundamentos/chains-agents-workflows/2026-10-08T00:00:00.000Zhttps://cdn.jsdelivr.net/gh/aton-of-data/ai-guru-cdn@main/chains-agents-workflows.jpgChains, agentes e workflows, aula em vídeo | ai-guruA diferença entre o código decidir o caminho e o modelo decidir o caminho. Narração em inglês, com legenda em português.https://github.com/aton-of-data/ai-guru-cdn/releases/download/media/chains-agents-workflows.mp44772026-10-08T09:00:00-03:00yesnohttps://ai-guru-academy.vercel.app/pt-br/fundamentos/choosing-a-stack/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/pt-br/fundamentos/cost-and-latency/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/pt-br/fundamentos/embeddings/2026-10-08T00:00:00.000Zhttps://cdn.jsdelivr.net/gh/aton-of-data/ai-guru-cdn@main/embeddings.jpgEmbeddings, aula em vídeo | ai-guruTexto virando vetor: o que a similaridade captura e onde ela engana. Narração em inglês, com legenda em português.https://github.com/aton-of-data/ai-guru-cdn/releases/download/media/embeddings.mp44902026-10-08T09:00:00-03:00yesnohttps://ai-guru-academy.vercel.app/pt-br/fundamentos/how-to-read-this-catalog/2026-10-09T00:00:00.000Zhttps://cdn.jsdelivr.net/gh/aton-of-data/ai-guru-cdn@main/how-to-read-this-catalog.jpgComo ler este catálogo, aula em vídeo | ai-guruOs cinco pilares, como as páginas se ligam e por onde começar conforme o seu perfil. Narração em inglês, com legenda em português.https://github.com/aton-of-data/ai-guru-cdn/releases/download/media/how-to-read-this-catalog.mp44632026-10-08T09:00:00-03:00yesnohttps://ai-guru-academy.vercel.app/pt-br/fundamentos/llm-for-engineers/2026-10-08T00:00:00.000Zhttps://cdn.jsdelivr.net/gh/aton-of-data/ai-guru-cdn@main/llm-for-engineers.jpgLLM para engenheiros, aula em vídeo | ai-guruO modelo como uma função probabilística: o que entra, o que sai e o que ele não garante. Narração em inglês, com legenda em português.https://github.com/aton-of-data/ai-guru-cdn/releases/download/media/llm-for-engineers.mp45152026-10-08T09:00:00-03:00yesnohttps://ai-guru-academy.vercel.app/pt-br/fundamentos/observability-basics/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/pt-br/fundamentos/prompt-as-interface/2026-10-09T00:00:00.000Zhttps://cdn.jsdelivr.net/gh/aton-of-data/ai-guru-cdn@main/prompt-as-interface.jpgPrompt como interface, aula em vídeo | ai-guruTratar o prompt como contrato de API: entrada, saída, versão e teste. Narração em inglês, com legenda em português.https://github.com/aton-of-data/ai-guru-cdn/releases/download/media/prompt-as-interface.mp44512026-10-08T09:00:00-03:00yesnohttps://ai-guru-academy.vercel.app/pt-br/fundamentos/prompt-injection-basics/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/pt-br/fundamentos/sampling-and-temperature/2026-10-08T00:00:00.000Zhttps://cdn.jsdelivr.net/gh/aton-of-data/ai-guru-cdn@main/sampling-and-temperature.jpgAmostragem e temperatura, aula em vídeo | ai-guruDe onde vem a variação nas respostas e quando você quer mais ou menos dela. Narração em inglês, com legenda em português.https://github.com/aton-of-data/ai-guru-cdn/releases/download/media/sampling-and-temperature.mp44682026-10-08T09:00:00-03:00yesnohttps://ai-guru-academy.vercel.app/pt-br/fundamentos/tokens-and-context-window/2026-10-08T00:00:00.000Zhttps://cdn.jsdelivr.net/gh/aton-of-data/ai-guru-cdn@main/tokens-and-context-window.jpgTokens e janela de contexto, aula em vídeo | ai-guruPor que tudo custa token, por que o meio do contexto some e como medir isso. Narração em inglês, com legenda em português.https://github.com/aton-of-data/ai-guru-cdn/releases/download/media/tokens-and-context-window.mp44882026-10-08T09:00:00-03:00yesnohttps://ai-guru-academy.vercel.app/pt-br/fundamentos/tools-and-function-calling/2026-10-09T00:00:00.000Zhttps://cdn.jsdelivr.net/gh/aton-of-data/ai-guru-cdn@main/tools-and-function-calling.jpgFerramentas e function calling, aula em vídeo | ai-guruComo o modelo pede para o seu código agir e quem decide o que acontece depois. Narração em inglês, com legenda em português.https://github.com/aton-of-data/ai-guru-cdn/releases/download/media/tools-and-function-calling.mp44682026-10-08T09:00:00-03:00yesnohttps://ai-guru-academy.vercel.app/pt-br/fundamentos/what-is-an-eval/2026-10-09T00:00:00.000Zhttps://cdn.jsdelivr.net/gh/aton-of-data/ai-guru-cdn@main/what-is-an-eval.jpgO que é um eval, aula em vídeo | ai-guruTestes para sistemas que não respondem sempre igual, do caso unitário ao benchmark. Narração em inglês, com legenda em português.https://github.com/aton-of-data/ai-guru-cdn/releases/download/media/what-is-an-eval.mp45122026-10-09T09:00:00-03:00yesnohttps://ai-guru-academy.vercel.app/pt-br/langgraph-lab/https://ai-guru-academy.vercel.app/pt-br/langgraph-lab/coding-agent/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/pt-br/langgraph-lab/deep-research/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/pt-br/langgraph-lab/internal-knowledge-chat/2026-10-22T00:00:00.000Zhttps://cdn.jsdelivr.net/gh/aton-of-data/ai-guru-cdn@main/internal-knowledge-chat.jpgChat com a base de conhecimento interna, aula em vídeo | ai-guruResponder perguntas de funcionários com base em wikis, políticas e manuais. Narração em inglês, com legenda em português.https://github.com/aton-of-data/ai-guru-cdn/releases/download/media/internal-knowledge-chat.mp45392026-10-22T09:00:00-03:00yesnohttps://ai-guru-academy.vercel.app/pt-br/langgraph-lab/nfe-contract-extraction/2026-10-10T00:00:00.000Zhttps://cdn.jsdelivr.net/gh/aton-of-data/ai-guru-cdn@main/nfe-contract-extraction.jpgExtração de NF-e e contratos, aula em vídeo | ai-guruLer notas fiscais e contratos em PDF e preencher o ERP sem digitação. Narração em inglês, com legenda em português.https://github.com/aton-of-data/ai-guru-cdn/releases/download/media/nfe-contract-extraction.mp44862026-10-10T09:00:00-03:00yesnohttps://ai-guru-academy.vercel.app/pt-br/langgraph-lab/personal-finance-assistant/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/pt-br/langgraph-lab/support-bot-escalation/2026-10-09T00:00:00.000Zhttps://cdn.jsdelivr.net/gh/aton-of-data/ai-guru-cdn@main/support-bot-escalation.jpgBot de suporte com escalonamento humano, aula em vídeo | ai-guruUm bot de WhatsApp que resolve dúvidas, consulta pedidos e sabe a hora de chamar uma pessoa. Narração em inglês, com legenda em português.https://github.com/aton-of-data/ai-guru-cdn/releases/download/media/support-bot-escalation.mp45862026-10-09T09:00:00-03:00yesnohttps://ai-guru-academy.vercel.app/pt-br/padroes/https://ai-guru-academy.vercel.app/pt-br/padroes/agentic-rag/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/pt-br/padroes/audit-log/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/pt-br/padroes/browser-agent/https://ai-guru-academy.vercel.app/pt-br/padroes/checkpoint-resume/https://ai-guru-academy.vercel.app/pt-br/padroes/circuit-breaker/https://ai-guru-academy.vercel.app/pt-br/padroes/citation-grounding/https://ai-guru-academy.vercel.app/pt-br/padroes/code-execution-sandbox/https://ai-guru-academy.vercel.app/pt-br/padroes/compensating-action/https://ai-guru-academy.vercel.app/pt-br/padroes/computer-use/https://ai-guru-academy.vercel.app/pt-br/padroes/constitutional-check/https://ai-guru-academy.vercel.app/pt-br/padroes/context-compaction/2026-10-21T00:00:00.000Zhttps://cdn.jsdelivr.net/gh/aton-of-data/ai-guru-cdn@main/context-compaction.jpgCompactação de Contexto, aula em vídeo | ai-guruResumir ou podar o contexto quando ele cresce, mantendo o que importa. Narração em inglês, com legenda em português.https://github.com/aton-of-data/ai-guru-cdn/releases/download/media/context-compaction.mp45002026-10-21T09:00:00-03:00yesnohttps://ai-guru-academy.vercel.app/pt-br/padroes/context-isolation/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/pt-br/padroes/contextual-chunking/2026-10-21T00:00:00.000Zhttps://cdn.jsdelivr.net/gh/aton-of-data/ai-guru-cdn@main/contextual-chunking.jpgChunking com Contexto, aula em vídeo | ai-guruCortar documentos respeitando a estrutura e anexar a cada pedaço o contexto de onde ele veio. Narração em inglês, com legenda em português.https://github.com/aton-of-data/ai-guru-cdn/releases/download/media/contextual-chunking.mp44872026-10-21T09:00:00-03:00yesnohttps://ai-guru-academy.vercel.app/pt-br/padroes/cost-budget/https://ai-guru-academy.vercel.app/pt-br/padroes/debate/https://ai-guru-academy.vercel.app/pt-br/padroes/dry-run/https://ai-guru-academy.vercel.app/pt-br/padroes/dual-llm/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/pt-br/padroes/durable-workflow/https://ai-guru-academy.vercel.app/pt-br/padroes/episodic-memory/https://ai-guru-academy.vercel.app/pt-br/padroes/eval-harness/2026-10-09T00:00:00.000Zhttps://cdn.jsdelivr.net/gh/aton-of-data/ai-guru-cdn@main/eval-harness.jpgBancada de Evals, aula em vídeo | ai-guruRodar casos de teste automaticamente a cada mudança de prompt, modelo ou código. Narração em inglês, com legenda em português.https://github.com/aton-of-data/ai-guru-cdn/releases/download/media/eval-harness.mp45202026-10-09T09:00:00-03:00yesnohttps://ai-guru-academy.vercel.app/pt-br/padroes/evaluator-optimizer/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/pt-br/padroes/fallback-model/https://ai-guru-academy.vercel.app/pt-br/padroes/few-shot-selector/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/pt-br/padroes/golden-dataset/2026-10-10T00:00:00.000Zhttps://cdn.jsdelivr.net/gh/aton-of-data/ai-guru-cdn@main/golden-dataset.jpgDataset de Ouro, aula em vídeo | ai-guruManter um conjunto curado de entradas e respostas esperadas, crescendo com bugs reais. Narração em inglês, com legenda em português.https://github.com/aton-of-data/ai-guru-cdn/releases/download/media/golden-dataset.mp45562026-10-10T09:00:00-03:00yesnohttps://ai-guru-academy.vercel.app/pt-br/padroes/graph-rag/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/pt-br/padroes/human-in-the-loop/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/pt-br/padroes/hybrid-search/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/pt-br/padroes/idempotent-action/https://ai-guru-academy.vercel.app/pt-br/padroes/input-guardrails/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/pt-br/padroes/least-privilege-tools/https://ai-guru-academy.vercel.app/pt-br/padroes/llm-as-judge/https://ai-guru-academy.vercel.app/pt-br/padroes/long-running-agent/https://ai-guru-academy.vercel.app/pt-br/padroes/long-term-memory/https://ai-guru-academy.vercel.app/pt-br/padroes/map-reduce/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/pt-br/padroes/mcp-adapter/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/pt-br/padroes/memory-consolidation/https://ai-guru-academy.vercel.app/pt-br/padroes/model-cascade/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/pt-br/padroes/multi-agent-handoff/https://ai-guru-academy.vercel.app/pt-br/padroes/orchestrator-workers/2026-10-23T00:00:00.000Zhttps://cdn.jsdelivr.net/gh/aton-of-data/ai-guru-cdn@main/orchestrator-workers.jpgOrquestrador e Trabalhadores, aula em vídeo | ai-guruUm modelo decide as subtarefas na hora e distribui para trabalhadores. Narração em inglês, com legenda em português.https://github.com/aton-of-data/ai-guru-cdn/releases/download/media/orchestrator-workers.mp45092026-10-23T09:00:00-03:00yesnohttps://ai-guru-academy.vercel.app/pt-br/padroes/output-guardrails/https://ai-guru-academy.vercel.app/pt-br/padroes/output-validation-repair/https://ai-guru-academy.vercel.app/pt-br/padroes/pii-redaction/https://ai-guru-academy.vercel.app/pt-br/padroes/plan-then-execute/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/pt-br/padroes/progressive-disclosure/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/pt-br/padroes/prompt-caching/https://ai-guru-academy.vercel.app/pt-br/padroes/prompt-chaining/2026-10-08T00:00:00.000Zhttps://cdn.jsdelivr.net/gh/aton-of-data/ai-guru-cdn@main/prompt-chaining.jpgEncadeamento de Prompts, aula em vídeo | ai-guruDividir a tarefa em etapas fixas, onde a saída de uma vira a entrada da próxima. Narração em inglês, com legenda em português.https://github.com/aton-of-data/ai-guru-cdn/releases/download/media/prompt-chaining.mp45612026-10-08T09:00:00-03:00yesnohttps://ai-guru-academy.vercel.app/pt-br/padroes/prompt-template-registry/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/pt-br/padroes/query-rewriting/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/pt-br/padroes/rag/2026-10-08T00:00:00.000Zhttps://cdn.jsdelivr.net/gh/aton-of-data/ai-guru-cdn@main/rag.jpgGeração Aumentada por Busca (RAG), aula em vídeo | ai-guruBuscar trechos relevantes e entregar ao modelo junto com a pergunta. Narração em inglês, com legenda em português.https://github.com/aton-of-data/ai-guru-cdn/releases/download/media/rag.mp45412026-10-08T09:00:00-03:00yesnohttps://ai-guru-academy.vercel.app/pt-br/padroes/react-loop/2026-10-22T00:00:00.000Zhttps://cdn.jsdelivr.net/gh/aton-of-data/ai-guru-cdn@main/react-loop.jpgLoop ReAct, aula em vídeo | ai-guruAlternar raciocínio, ação e observação até a tarefa terminar. Narração em inglês, com legenda em português.https://github.com/aton-of-data/ai-guru-cdn/releases/download/media/react-loop.mp45712026-10-22T09:00:00-03:00yesnohttps://ai-guru-academy.vercel.app/pt-br/padroes/reflection/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/pt-br/padroes/replanning/https://ai-guru-academy.vercel.app/pt-br/padroes/reranking/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/pt-br/padroes/routing/2026-10-09T00:00:00.000Zhttps://cdn.jsdelivr.net/gh/aton-of-data/ai-guru-cdn@main/routing.jpgRoteamento, aula em vídeo | ai-guruClassificar a entrada e mandar cada tipo para um caminho especializado. Narração em inglês, com legenda em português.https://github.com/aton-of-data/ai-guru-cdn/releases/download/media/routing.mp45252026-10-05T09:00:00-03:00yesnohttps://ai-guru-academy.vercel.app/pt-br/padroes/scratchpad/https://ai-guru-academy.vercel.app/pt-br/padroes/sectioning/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/pt-br/padroes/self-consistency/https://ai-guru-academy.vercel.app/pt-br/padroes/semantic-cache/https://ai-guru-academy.vercel.app/pt-br/padroes/shadow-deploy/https://ai-guru-academy.vercel.app/pt-br/padroes/shared-blackboard/https://ai-guru-academy.vercel.app/pt-br/padroes/short-term-memory/https://ai-guru-academy.vercel.app/pt-br/padroes/stop-conditions/2026-10-22T00:00:00.000Zhttps://cdn.jsdelivr.net/gh/aton-of-data/ai-guru-cdn@main/stop-conditions.jpgCondições de Parada, aula em vídeo | ai-guruDefinir com clareza quando o agente terminou, desistiu ou precisa de ajuda. Narração em inglês, com legenda em português.https://github.com/aton-of-data/ai-guru-cdn/releases/download/media/stop-conditions.mp45292026-10-22T09:00:00-03:00yesnohttps://ai-guru-academy.vercel.app/pt-br/padroes/structured-output/2026-10-08T00:00:00.000Zhttps://cdn.jsdelivr.net/gh/aton-of-data/ai-guru-cdn@main/structured-output.jpgSaída Estruturada, aula em vídeo | ai-guruExigir que o modelo responda em um schema e validar a resposta. Narração em inglês, com legenda em português.https://github.com/aton-of-data/ai-guru-cdn/releases/download/media/structured-output.mp44892026-10-08T09:00:00-03:00yesnohttps://ai-guru-academy.vercel.app/pt-br/padroes/subagent-delegation/2026-10-23T00:00:00.000Zhttps://cdn.jsdelivr.net/gh/aton-of-data/ai-guru-cdn@main/subagent-delegation.jpgDelegação a Subagentes, aula em vídeo | ai-guruO agente principal cria subagentes para tarefas focadas e recebe só a conclusão. Narração em inglês, com legenda em português.https://github.com/aton-of-data/ai-guru-cdn/releases/download/media/subagent-delegation.mp45472026-10-23T09:00:00-03:00yesnohttps://ai-guru-academy.vercel.app/pt-br/padroes/supervisor/https://ai-guru-academy.vercel.app/pt-br/padroes/tool-result-summarizer/https://ai-guru-academy.vercel.app/pt-br/padroes/tool-router/2026-10-23T00:00:00.000Zhttps://cdn.jsdelivr.net/gh/aton-of-data/ai-guru-cdn@main/tool-router.jpgRoteador de Ferramentas, aula em vídeo | ai-guruEscolher um subconjunto pequeno de ferramentas antes de chamar o modelo principal. Narração em inglês, com legenda em português.https://github.com/aton-of-data/ai-guru-cdn/releases/download/media/tool-router.mp44712026-10-23T09:00:00-03:00yesnohttps://ai-guru-academy.vercel.app/pt-br/padroes/tool-use/2026-10-09T00:00:00.000Zhttps://cdn.jsdelivr.net/gh/aton-of-data/ai-guru-cdn@main/tool-use.jpgUso de Ferramentas, aula em vídeo | ai-guruDar ao modelo funções bem descritas para buscar dados e agir. Narração em inglês, com legenda em português.https://github.com/aton-of-data/ai-guru-cdn/releases/download/media/tool-use.mp44922026-10-08T09:00:00-03:00yesnohttps://ai-guru-academy.vercel.app/pt-br/padroes/tree-of-thoughts/https://ai-guru-academy.vercel.app/pt-br/padroes/voting/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/pt-br/refatoracoes/https://ai-guru-academy.vercel.app/pt-br/refatoracoes/add-approval-before-side-effect/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/pt-br/refatoracoes/add-eval-before-prompt-change/2026-10-09T00:00:00.000Zhttps://cdn.jsdelivr.net/gh/aton-of-data/ai-guru-cdn@main/add-eval-before-prompt-change.jpgCriar Eval Antes de Mexer no Prompt, aula em vídeo | ai-guruMontar um conjunto de casos e medir a versão atual antes de qualquer ajuste. Narração em inglês, com legenda em português.https://github.com/aton-of-data/ai-guru-cdn/releases/download/media/add-eval-before-prompt-change.mp44662026-10-09T09:00:00-03:00yesnohttps://ai-guru-academy.vercel.app/pt-br/refatoracoes/add-fallback-path/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/pt-br/refatoracoes/add-loop-budget/2026-10-22T00:00:00.000Zhttps://cdn.jsdelivr.net/gh/aton-of-data/ai-guru-cdn@main/add-loop-budget.jpgAdicionar Orçamento ao Loop, aula em vídeo | ai-guruLimitar passos, tempo e dinheiro de cada execução e definir o que acontece no limite. Narração em inglês, com legenda em português.https://github.com/aton-of-data/ai-guru-cdn/releases/download/media/add-loop-budget.mp44802026-10-22T09:00:00-03:00yesnohttps://ai-guru-academy.vercel.app/pt-br/refatoracoes/add-tracing/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/pt-br/refatoracoes/classify-errors-before-retry/2026-10-10T00:00:00.000Zhttps://cdn.jsdelivr.net/gh/aton-of-data/ai-guru-cdn@main/classify-errors-before-retry.jpgClassificar Erro Antes de Tentar de Novo, aula em vídeo | ai-guruSeparar erros temporários de erros definitivos e só repetir o que pode passar. Narração em inglês, com legenda em português.https://github.com/aton-of-data/ai-guru-cdn/releases/download/media/classify-errors-before-retry.mp44162026-10-10T09:00:00-03:00yesnohttps://ai-guru-academy.vercel.app/pt-br/refatoracoes/collapse-agents/2026-10-24T00:00:00.000Zhttps://cdn.jsdelivr.net/gh/aton-of-data/ai-guru-cdn@main/collapse-agents.jpgFundir Agentes, aula em vídeo | ai-guruJuntar agentes que só passam texto adiante em um agente com as ferramentas certas. Narração em inglês, com legenda em português.https://github.com/aton-of-data/ai-guru-cdn/releases/download/media/collapse-agents.mp45172026-10-24T09:00:00-03:00yesnohttps://ai-guru-academy.vercel.app/pt-br/refatoracoes/consolidate-tools/2026-10-22T00:00:00.000Zhttps://cdn.jsdelivr.net/gh/aton-of-data/ai-guru-cdn@main/consolidate-tools.jpgConsolidar Ferramentas, aula em vídeo | ai-guruFundir ferramentas parecidas e remover as que ninguém usa. Narração em inglês, com legenda em português.https://github.com/aton-of-data/ai-guru-cdn/releases/download/media/consolidate-tools.mp45222026-10-22T09:00:00-03:00yesnohttps://ai-guru-academy.vercel.app/pt-br/refatoracoes/expose-tool-via-mcp/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/pt-br/refatoracoes/extract-subagent/2026-10-23T00:00:00.000Zhttps://cdn.jsdelivr.net/gh/aton-of-data/ai-guru-cdn@main/extract-subagent.jpgExtrair Subagente, aula em vídeo | ai-guruDar a uma tarefa grande um agente próprio, com contexto limpo e ferramentas só dela. Narração em inglês, com legenda em português.https://github.com/aton-of-data/ai-guru-cdn/releases/download/media/extract-subagent.mp45202026-10-23T09:00:00-03:00yesnohttps://ai-guru-academy.vercel.app/pt-br/refatoracoes/extract-subprompt/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/pt-br/refatoracoes/extract-versioned-template/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/pt-br/refatoracoes/inline-trivial-step/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/pt-br/refatoracoes/introduce-cache/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/pt-br/refatoracoes/introduce-model-cascade/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/pt-br/refatoracoes/introduce-router/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/pt-br/refatoracoes/move-few-shots-to-dataset/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/pt-br/refatoracoes/move-instruction-to-tool-description/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/pt-br/refatoracoes/move-retrieval-out-of-prompt/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/pt-br/refatoracoes/move-secret-out-of-prompt/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/pt-br/refatoracoes/move-to-durable-execution/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/pt-br/refatoracoes/narrow-tool-permissions/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/pt-br/refatoracoes/normalize-tool-output/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/pt-br/refatoracoes/parallelize-independent-steps/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/pt-br/refatoracoes/quarantine-untrusted-content/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/pt-br/refatoracoes/replace-agent-with-chain/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/pt-br/refatoracoes/replace-free-text-with-structured-output/2026-10-10T00:00:00.000Zhttps://cdn.jsdelivr.net/gh/aton-of-data/ai-guru-cdn@main/replace-free-text-with-structured-output.jpgTrocar Texto Livre por Saída Estruturada, aula em vídeo | ai-guruDefinir um schema para a saída da etapa e validar antes de seguir. Narração em inglês, com legenda em português.https://github.com/aton-of-data/ai-guru-cdn/releases/download/media/replace-free-text-with-structured-output.mp45122026-10-09T09:00:00-03:00yesnohttps://ai-guru-academy.vercel.app/pt-br/refatoracoes/replace-history-with-summary/2026-10-21T00:00:00.000Zhttps://cdn.jsdelivr.net/gh/aton-of-data/ai-guru-cdn@main/replace-history-with-summary.jpgTrocar Histórico por Resumo, aula em vídeo | ai-guruSubstituir turnos antigos por um resumo e por fatos guardados fora do contexto. Narração em inglês, com legenda em português.https://github.com/aton-of-data/ai-guru-cdn/releases/download/media/replace-history-with-summary.mp45242026-10-21T09:00:00-03:00yesnohttps://ai-guru-academy.vercel.app/pt-br/refatoracoes/replace-llm-call-with-code/2026-10-10T00:00:00.000Zhttps://cdn.jsdelivr.net/gh/aton-of-data/ai-guru-cdn@main/replace-llm-call-with-code.jpgTrocar Chamada de LLM por Código, aula em vídeo | ai-guruMover cálculo, formatação e validação para uma função que o modelo chama. Narração em inglês, com legenda em português.https://github.com/aton-of-data/ai-guru-cdn/releases/download/media/replace-llm-call-with-code.mp44802026-10-09T09:00:00-03:00yesnohttps://ai-guru-academy.vercel.app/pt-br/refatoracoes/replace-prompt-rule-with-graph-edge/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/pt-br/refatoracoes/replace-rag-with-direct-context/2026-10-21T00:00:00.000Zhttps://cdn.jsdelivr.net/gh/aton-of-data/ai-guru-cdn@main/replace-rag-with-direct-context.jpgTrocar RAG por Contexto Direto, aula em vídeo | ai-guruQuando o material cabe na janela, mandar inteiro e usar cache de prompt. Narração em inglês, com legenda em português.https://github.com/aton-of-data/ai-guru-cdn/releases/download/media/replace-rag-with-direct-context.mp44602026-10-21T09:00:00-03:00yesnohttps://ai-guru-academy.vercel.app/pt-br/refatoracoes/replace-rules-with-examples/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/pt-br/refatoracoes/separate-instructions-from-data/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/pt-br/refatoracoes/split-god-tool/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/pt-br/refatoracoes/validate-before-execute/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/pt-br/smells/https://ai-guru-academy.vercel.app/pt-br/smells/agent-where-chain-would-do/2026-10-09T00:00:00.000Zhttps://cdn.jsdelivr.net/gh/aton-of-data/ai-guru-cdn@main/agent-where-chain-would-do.jpgAgente Onde Bastava uma Chain, aula em vídeo | ai-guruAgent Where a Chain Would Do Narração em inglês, com legenda em português.https://github.com/aton-of-data/ai-guru-cdn/releases/download/media/agent-where-chain-would-do.mp44692026-10-08T09:00:00-03:00yesnohttps://ai-guru-academy.vercel.app/pt-br/smells/blind-retry/2026-10-10T00:00:00.000Zhttps://cdn.jsdelivr.net/gh/aton-of-data/ai-guru-cdn@main/blind-retry.jpgRetry Cego, aula em vídeo | ai-guruBlind Retry Narração em inglês, com legenda em português.https://github.com/aton-of-data/ai-guru-cdn/releases/download/media/blind-retry.mp44112026-10-10T09:00:00-03:00yesnohttps://ai-guru-academy.vercel.app/pt-br/smells/context-rot/2026-10-21T00:00:00.000Zhttps://cdn.jsdelivr.net/gh/aton-of-data/ai-guru-cdn@main/context-rot.jpgContexto Podre, aula em vídeo | ai-guruContext Rot Narração em inglês, com legenda em português.https://github.com/aton-of-data/ai-guru-cdn/releases/download/media/context-rot.mp44782026-10-21T09:00:00-03:00yesnohttps://ai-guru-academy.vercel.app/pt-br/smells/decorative-multi-agent/2026-10-24T00:00:00.000Zhttps://cdn.jsdelivr.net/gh/aton-of-data/ai-guru-cdn@main/decorative-multi-agent.jpgMulti-Agente Decorativo, aula em vídeo | ai-guruDecorative Multi-Agent Narração em inglês, com legenda em português.https://github.com/aton-of-data/ai-guru-cdn/releases/download/media/decorative-multi-agent.mp45002026-10-24T09:00:00-03:00yesnohttps://ai-guru-academy.vercel.app/pt-br/smells/few-shot-hoarding/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/pt-br/smells/free-text-handoff/2026-10-10T00:00:00.000Zhttps://cdn.jsdelivr.net/gh/aton-of-data/ai-guru-cdn@main/free-text-handoff.jpgPassagem em Texto Livre, aula em vídeo | ai-guruFree-Text Handoff Narração em inglês, com legenda em português.https://github.com/aton-of-data/ai-guru-cdn/releases/download/media/free-text-handoff.mp44462026-10-09T09:00:00-03:00yesnohttps://ai-guru-academy.vercel.app/pt-br/smells/hardcoded-few-shots/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/pt-br/smells/llm-doing-deterministic-work/2026-10-09T00:00:00.000Zhttps://cdn.jsdelivr.net/gh/aton-of-data/ai-guru-cdn@main/llm-doing-deterministic-work.jpgLLM Fazendo Conta, aula em vídeo | ai-guruLLM Doing Deterministic Work Narração em inglês, com legenda em português.https://github.com/aton-of-data/ai-guru-cdn/releases/download/media/llm-doing-deterministic-work.mp44932026-10-09T09:00:00-03:00yesnohttps://ai-guru-academy.vercel.app/pt-br/smells/mega-agent/2026-10-23T00:00:00.000Zhttps://cdn.jsdelivr.net/gh/aton-of-data/ai-guru-cdn@main/mega-agent.jpgMega-Agente, aula em vídeo | ai-guruMega Agent Narração em inglês, com legenda em português.https://github.com/aton-of-data/ai-guru-cdn/releases/download/media/mega-agent.mp44692026-10-23T09:00:00-03:00yesnohttps://ai-guru-academy.vercel.app/pt-br/smells/missing-cache/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/pt-br/smells/model-pinned-prompt/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/pt-br/smells/no-cost-budget/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/pt-br/smells/no-tracing/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/pt-br/smells/overprivileged-tool/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/pt-br/smells/prompt-bloat/2026-10-09T00:00:00.000Zhttps://cdn.jsdelivr.net/gh/aton-of-data/ai-guru-cdn@main/prompt-bloat.jpgPrompt Inchado, aula em vídeo | ai-guruPrompt Bloat Narração em inglês, com legenda em português.https://github.com/aton-of-data/ai-guru-cdn/releases/download/media/prompt-bloat.mp44852026-10-08T09:00:00-03:00yesnohttps://ai-guru-academy.vercel.app/pt-br/smells/prompt-state-machine/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/pt-br/smells/provider-format-leak/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/pt-br/smells/rag-for-small-data/2026-10-21T00:00:00.000Zhttps://cdn.jsdelivr.net/gh/aton-of-data/ai-guru-cdn@main/rag-for-small-data.jpgRAG Desnecessário, aula em vídeo | ai-guruRAG for Small Data Narração em inglês, com legenda em português.https://github.com/aton-of-data/ai-guru-cdn/releases/download/media/rag-for-small-data.mp44532026-10-21T09:00:00-03:00yesnohttps://ai-guru-academy.vercel.app/pt-br/smells/raw-html-tool-output/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/pt-br/smells/redundant-self-critique/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/pt-br/smells/routing-system-prompt/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/pt-br/smells/rule-stacking/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/pt-br/smells/scattered-prompt-strings/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/pt-br/smells/secret-in-prompt/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/pt-br/smells/serial-latency-stack/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/pt-br/smells/shared-scratchpad/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/pt-br/smells/single-provider-dependency/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/pt-br/smells/subagent-recursion/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/pt-br/smells/tool-sprawl/2026-10-22T00:00:00.000Zhttps://cdn.jsdelivr.net/gh/aton-of-data/ai-guru-cdn@main/tool-sprawl.jpgFerramentas Demais, aula em vídeo | ai-guruTool Sprawl Narração em inglês, com legenda em português.https://github.com/aton-of-data/ai-guru-cdn/releases/download/media/tool-sprawl.mp44942026-10-22T09:00:00-03:00yesnohttps://ai-guru-academy.vercel.app/pt-br/smells/unbounded-loop/2026-10-22T00:00:00.000Zhttps://cdn.jsdelivr.net/gh/aton-of-data/ai-guru-cdn@main/unbounded-loop.jpgLoop Sem Fim, aula em vídeo | ai-guruUnbounded Loop Narração em inglês, com legenda em português.https://github.com/aton-of-data/ai-guru-cdn/releases/download/media/unbounded-loop.mp44662026-10-22T09:00:00-03:00yesnohttps://ai-guru-academy.vercel.app/pt-br/smells/ungated-side-effect/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/pt-br/smells/untested-prompt/2026-10-09T00:00:00.000Zhttps://cdn.jsdelivr.net/gh/aton-of-data/ai-guru-cdn@main/untested-prompt.jpgPrompt Sem Eval, aula em vídeo | ai-guruUntested Prompt Narração em inglês, com legenda em português.https://github.com/aton-of-data/ai-guru-cdn/releases/download/media/untested-prompt.mp44482026-10-09T09:00:00-03:00yesnohttps://ai-guru-academy.vercel.app/pt-br/smells/untrusted-instructions/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/pt-br/smells/unused-tools/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/pt-br/smells/unvalidated-executed-output/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/pt-br/smells/unversioned-prompt/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/pt-br/smells/vibe-check-eval/2026-10-02T00:00:00.000Zhttps://ai-guru-academy.vercel.app/pt-br/trilhas/https://ai-guru-academy.vercel.app/pt-br/trilhas/agents/https://ai-guru-academy.vercel.app/pt-br/trilhas/architecture/https://ai-guru-academy.vercel.app/pt-br/trilhas/backend/https://ai-guru-academy.vercel.app/pt-br/trilhas/first-steps/https://ai-guru-academy.vercel.app/pt-br/trilhas/rag/2026-10-08T00:00:00.000Zhttps://cdn.jsdelivr.net/gh/aton-of-data/ai-guru-cdn@main/rag.jpgGeração Aumentada por Busca (RAG), aula em vídeo | ai-guruBuscar trechos relevantes e entregar ao modelo junto com a pergunta. Narração em inglês, com legenda em português.https://github.com/aton-of-data/ai-guru-cdn/releases/download/media/rag.mp45412026-10-08T09:00:00-03:00yesnohttps://ai-guru-academy.vercel.app/pt-br/trilhas/security/