Between Hype and Hello World: Anthropic's $20K C Compiler Demo
The GitHub issues were wild, and the media narrative was even wilder
Anthropic spent $20,000 letting 16 Claudes build a C compiler from scratch.
Editorial Notes
A reader-first archive of practical patterns, failure modes, and tested workflows for building reliable agentic systems.
Latest Writing
The GitHub issues were wild, and the media narrative was even wilder
Anthropic spent $20,000 letting 16 Claudes build a C compiler from scratch.
What real dev feedback is actually saying
I spent the last few days going through real developer feedback on Claude Opus 4.6 and OpenAI Codex 5.3.
A Comprehensive Blueprint for Next-Generation AI Memory Systems
Orma: The Unified Hybrid Memory Core for Intelligent Applications
Putting the hyped AI solution to the test against established tools
There’s been a lot of buzz around Manus lately, positioning it as a go-to AI solution for complex tasks like coding and deep research....
Long Term Memory for Agentic Applications
LangMem: Long Term Memory for Agentic Applications
A faster alternative to pip
Tired of Python Chaos? Meet UV – Your New Best Friend for Package Management
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