LAB // INDEXLOG · 020
Notes fromthe lab.
Bench experiments and dense articles on AI engineering, value, method, governance and society.
CodeExperimentStackStatusDate
IR-01Moving a solution from organIA into WeONWork Pilot · WeON · PRTPlanned03.11.2026IR-02What to hand over along with the codeSpec-Driven · ADR · TestesPlanned03.11.2026IR-03Skills for agents to move a solution into another productClaude Code · AGENTS.md · SkillsPlanned03.11.2026EH-12The internal agent serving the websiteAG-UI · Widget · TurnstileRunning01.11.2026EH-08AI risk, privacy and cost in one placeAI governance · LGPD · AuditoriaRunning31.10.2026AD-03A system that guides whoever applies the methodFastAPI · React · Postgres RLS · LangChainRunning24.10.2026AD-04An agent that maps and redesigns processesAgentes · Redesenho · Humano no circuitoRunning20.10.2026AD-05Simple AI governance for mid-size companiesGovernança · LGPD · AI literacyRunning16.10.2026EH-01When an agent fails, the model is rarely the causeLangGraph · Middlewares · CIRunning16.10.2026EH-07The agent suggests improvements and changes only when approvedEvals · LLM-as-judge · Live skillsRunning16.10.2026EH-06One memory per person, shared by every agentMemória · LLM-wiki · pgvectorRunning12.10.2026EH-02Organizing context beats switching modelsContext eng. · Prompt cache · pgvectorRunning08.10.2026EH-10A bot that joins Meet and records the meetingPlaywright · WebRTC · PulseAudioDone07.10.2026AD-0214 prototypes in 3 days to simplify the methodPrototipação · Claude · Design de serviçoDone02.10.2026EH-04The agent’s answer becomes a dashboardAG-UI · SSE · Generative UIRunning01.10.2026EH-03Setting up the whole platform by chatPlan & execute · HITL · ToolsRunning20.09.2026EH-05Matching the same customer across systemsEntity resolution · RAG · Knowledge graphRunning05.09.2026AD-01Reviewing the method against researchNIST AI RMF · ISO 42001 · MaturidadeDone07.08.2026EH-11What a better model really costsLLMOps · Custo · BenchmarkDone06.08.2026EH-09An agent that uses systems with no integrationBrowser agent · Playwright · Chrome ext.Running20.07.2026