Today/Things I Learned.

Long-context quality probes and KV-cache research on local GPUs: retrieval is not utilization.

How the builder uses the Ejentum API on an agentic IDE. 28 real work sessions. Not staged.

ShadowNotes — Offline-first encrypted field intelligence app. Voice → on-device AI → structured notes. Zero data leaves your device. Built with React, RunAnywhere SDK (Qwen2.5 LLM, Whisper STT, Piper TTS), WebAuthn, AES-256-GCM.

A red-teamer's walk through an agentic AI architecture, ring by ring. Eight defensive rings, one trust anchor.

Felipe Sztutman / szt.link profile README

Public research protocol for Machine Dream / Sonho da Máquina by szt.link

A self-hosted field notes and project management PWA for contractors and tradespeople. Take notes on-site, attach photos, transcribe audio, manage tasks, and sync with your billing software — all from a single installable web app.

Offline-first Flutter app for capturing field notes with text, photos, and geolocation

Field notes from building real AI-agent workflows with open-source tools — what worked, what failed, and the exact configs, errors, and fixes. Covers n8n, WordPress, Gemini, pgvector, Coolify, and more.

Field notes on AI Agents, CLI workflows, GitHub integrations, and secure local governance

Real-world industrial troubleshooting cases — valve diagnostics, servo faults, motor controls, and PLC issues

태림 스튜디오의 기술 노트와 오픈소스 실험실 — Field notes, reusable code, and experiments

Field Notes – a personal observational dataset publishing wildlife sightings, aircraft observations, microscopy investigations and environmental monitoring reports.