10 min read—
Agent Autoloop: Run Claude Code in the Background
Agent Autoloop runs Claude Code and Codex in the background on cron, GitHub events and webhooks. Agents exit while waiting for approval — no process, no tokens.
Posts
All the articles I've posted.
- 8 min read—
AWS Emulator: Test AWS Code Locally, No Account Needed
AWS Emulator is AWS's official local emulator: run S3, DynamoDB and SQS on your machine over HTTPS 127.0.0.1:9297 — no account, no fees, for dev and CI.
- 8 min read—
Inkling 2 Small: 594B MoE Open Weights Apache 2.0
Inkling 2 Small opens its weights under Apache 2.0: a 594B MoE with 17B active and 1M context. What it takes to self-host, and how best to use it via API.
- 9 min read—
Gemini 4 Hydrogen: Fast, Cheap Model for Coding Agents
Gemini 4 Hydrogen launched 12 Nov 2026: 2.5x faster than Gemini 3.8 Flash, $1.50/$7.50 per million tokens, free tier included — how to use it for coding agents.
- 10 min read—
Gemini Decisions API: Fast Decisions for AI Agents
Google's Gemini Decisions API with Gemini Decision 1 scores up to 1,000 questions in one request in 150–250 ms for $0.10 per 1M input tokens, with confidence.
- 8 min read—
OpenAI Codex Security: Scan, Patch, and Re-Verify Flaws
OpenAI's Codex Security finds, validates, and patches vulnerabilities with agents — scan repos, auto-patch, re-verify fixes, and block PRs by severity in CI.
- 9 min read—
Nod n8n: Open-Source Personal Agent with Its Own PC
Nod n8n is n8n Labs' open-source personal agent with its own Linux computer and browser for real errands on the web. Setup, architecture, safety, limits.
- 9 min read—
OpenAI Leaves Cursor: GPT May Go Dark on Nov 12
OpenAI plans to end GPT model access in Cursor from Nov 12, 2026, after SpaceX bought Anysphere. Check your models and switch to Claude, Gemini, or an API key.