AI Guardrails: What they Are And Why We Need Them

My agent made the same mistake four times in one conversation. It kept writing files through a shell...

The development stack grew more in the last two years than in the previous ten. Most teams adopted...

Imagine this scenario, someone on your team gets offboarded while their AI agent is still mid-task....

How GitHub, Unsloth, compilers, tests, documentation, and developer tools can reduce...

Agent Skills are a simple idea: a folder of instructions an AI coding agent can load to do a specific...

A single API key meant a routine upstream 5xx put the whole provider into a 60-second local blackout inside my own gateway, and for months I read the retries that always failed inside that window as proof the vendor itself was unreliable.

Job hunting is a part-time job on top of your job. The worst part isn't the interviews, it's the...

I built persistent memory so AI agents would stop forgetting what we were doing. Then I noticed it was keeping me oriented too, and that I was already living inside a crude version of a neuroscience experiment I was running on a fruit fly.

external memory survives a substrate reset while plasticity does not

I’m awake typing this at 5 AM on a Sunday morning, plagued by two issues: the modern operating model...