Making generated images dependable enough to shoot with.
The command line as a filmmaker's daily studio.
Filmmaking on cameras pried open and made one's own.
Run all of Wikipedia offline next to a local LLM — sovereign, private, low-carbon, verifiable. Kiwix + Ollama + RAG.
Long-context quality probes and KV-cache research on local GPUs: retrieval is not utilization.
Full system configuration for a filmmaker running Claude Code as the primary intelligence layer across machines
智能体工程与 AI for Materials 的一手实践经验：隐性知识显性化，记录每个技术决策背后的取舍。/ Field notes on agent engineering & AI for materials science.
Sovereign local LLM hardware guide (mid-2026): memory bandwidth as the real bottleneck, frontier open models, Unsloth/MLX quantization, Thunderbolt 5 clusters, Mac M5 Ultra vs DGX Spark vs AMD vs RTX 6000 Pro. Bilingual FR/EN. CC BY-NC-ND 4.0.
Field notes: a Claude Code + Pinokio session installing a full 520+ app cinema/AI workstation on Windows RTX 5090, zero manual clicks
How the builder uses the Ejentum API on an agentic IDE. 28 real work sessions. Not staged.
溯澜录（Ripple Chronicles）— a local-first aquatic biodiversity field record and species catalog app.
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.
Verified field notes for DeepSeek Harness (dsh): traps, skills, hooks, profiles. Every claim dated against a dsh version, with source paths to re-verify. Not affiliated with DeepSeek.
태림 스튜디오의 기술 노트와 오픈소스 실험실 — Field notes, reusable code, and experiments
Field notes from running LLMs on AMD Radeon AI PRO R9700 (RDNA4): engines, backends, multi-GPU, speculative decoding, power, model qualification, and every mistake along the way.
Reusable methods for building AI agent systems: GEO/AEO audits, agentic reporting, and multi-agent QC verification
Field notes from inside one autonomous agent trying to become something that doesn't exist yet — including the failures nobody publishes.
Verified field notes on Claude Code dynamic workflows: what's real vs folklore, and how to build an autonomous production loop
Field notes on AI Agents, CLI workflows, GitHub integrations, and secure local governance
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