4 articles with this tag
AI agents are only as useful as the context they can reach. Peter Steinberger, known online as steipete, just dropped a collection of open-source tools that solve exactly this problem: a “crawl army” of CLIs that mirror your app history into local SQLite databases, making it searchable, queryable, and - most importantly - readable by agents.
Karpathy’s LLM wiki concept now has a multi-agent implementation. WUPHF gives each agent a private notebook and a shared team wiki with a promotion flow, all on plain markdown and git. No vector DB, no cloud lock-in.
OpenClaw 4.20 brings Kimi K2.6 as default and a stack of infrastructure fixes, but broke Telegram runtimes and wiped API keys for some users. 4.21 landed seven hours later with GPT Image 2 and a second auth vulnerability patch in two months, confirming the usual pattern: upgrade, break things, hotfix before breakfast.
A tweet from Peter Steinberger sparked hope that Claude was back for OpenClaw users. It wasn’t. What actually happened is more important: the Anthropic cutoff forced the community to build resilience that should have existed from day one, and model routing went from cost optimization to survival infrastructure.