Tutorials GitSpawn: Scan Untrusted Repos Before Your AI Agent Does
A repo's .git/config can run code the moment a coding agent calls git. Build a preflight scanner.
How-to content for builders, indie hackers, and AI engineers. Less theory, more shipped code.
Tutorials A repo's .git/config can run code the moment a coding agent calls git. Build a preflight scanner.
Tutorials Claude now 400s agents that edit history. Catch the edit before the API does.
Tutorials Meta's new Muse Wonder API: web-search citations, a cost meter and an audit pass.
Tutorials Build an out-of-model tool broker in Python: per-agent identity, scoped policy, tamper-evident logs.
Tutorials Build a Python egress gate that stops the four workarounds Anthropic saw Claude use on live sites.
Tutorials Meta and Sierra's draft agent standard, in Python: discovery, DPoP sessions, and replay tests.
Tutorials Benchmark Haiku 5.5 effort levels on your own tickets, then route cheap-first.
Tutorials OpenAI dots have no API yet. Build their allow/ask/hand-off rules in Python.
Tutorials Build an effort-routing tool-loop client for Beam's OpenAI-compatible API and size the self-host bill.
Tutorials Call OpenAI's agent loop from AWS with SigV4 in Python: create a session, send a turn, read items.
Tutorials Cloudflare's open Clef models return typed probabilities, not text. Build a cheap cascade router.
Tutorials Write a Claude Code mod that blocks, asks, and logs risky shell commands, then test it.