While blood transfusion is fundamentally a medical procedure, its underlying compatibility rules can be modeled as a directed graph or represented elegantly using bitwise Boolean algebra.
Instead of writing complex, nested conditional loops (if/else) to check if Blood Type X can donate to Blood Type Y, we can represent human blood antigens as a 3-bi...
Most agentic coding patterns work on the first module. You pick up a workflow — a skills framework, a multi-worktree setup, an orchestrated runner — and it ships something real in an afternoon. That's not the hard part. The question people hit several months later, when the codebase has grown and the tasks have gotten complicated, is whether the pattern still works then. The honest answer for m...
Whether you can delete a specific AI memory depends on two things: which AI you are using and what storage format its memory uses. Consumer AI assistants like ChatGPT and Claude Projects let you delete individual memories through a settings panel — but only report success; they cannot prove the underlying data is gone. ...
If you use coding agents heavily, you have probably run into the same annoying pattern I did.
One provider is rate-limited. Another still has quota left. A third is cheaper for simple tasks but not what your current workflow is wired to use. In practice, that means your session stops anyway, even though you still have perfectly usable model capacity somewhere else.
I built
Most of the Model Context Protocol tutorials you'll find are written in TypeScript or Python, because those are the languages with official SDKs. That leaves a fair number of us — people maintaining PHP applications that hold years of business data — wondering whether the protocol is even available to us.
It is. MCP is a wire protocol, not a library. If your language can read a line fro...