The LLM Kept Saying “Fixed.” For Three Months, It Wasn’t.
That afternoon a Slack bot told me a script had NEVER RUN. That was a lie. The script had pulled 81 weather…
-
-
Stop Claude Code from Lobotomizing Itself Mid-Task
Claude Code has a feature called auto-compact that quietly destroys your session quality. The Problem I was three hours into a multi-file…
-
How I Track Claude, Codex, and Gemini Quotas from One Script
(If you’re trying to decide which model to switch to when one runs dry, I benchmarked 15 models on 38 real coding…
-
Inference Arbitrage: How I Route 200+ Daily LLM Calls Across Five Models
Inference arbitrage means routing each AI task to the cheapest model that can handle it at acceptable quality, instead of sending everything…
-
LLM Benchmark Rankings 2026: 15 Models Tested on 38 Real Coding Tasks
Most LLM benchmarks measure raw intelligence. Real deployment decisions also depend on latency, format reliability, and data boundaries, including when a task…
-
LM Studio Errors on Apple Silicon: Prompt Truncation, Jinja Failures, and Crash Fixes
I spent about two weeks of evenings getting Qwen3-Coder-30B running reliably on a Mac Studio (M1 Max, 32GB) through LM Studio and…
-
Claude Code Memory System: MEMORY.md, Topic Files, and Automated Maintenance
The full architecture for giving Claude Code persistent memory across sessions: four layers of markdown files, two commands, five cron jobs, and the 8 design rules I derived from breaking it over 22 days.
-
OpenClaw: 13 Errors, $1.50/Month, and an AI Team That Doesn’t Need the Cloud
OpenClaw on Apple Silicon with a 24B local model: 14 real errors fixed, sub-agent delivery working, $1.50/month total. Every config documented.
