Stop promising people outcomes. Give them one.

July 19, 2026 · Dev.to

AgentGrove v0.1.42: a DBeaver-style database tree inside your agent workspace
Last week I launched AgentGrove, an open-source local workspace that runs AI coding agents (Claude Code, opencode, Kimi)
How to Test Non-Deterministic AI Agents (When temperature=0 Isn't Enough)
Your test passed on Monday. Same input, same code, temperature=0. On Tuesday it failed, and you changed nothing. The ass
Optimizing RAG at Scale: Chunking, Retrieval, and the Bayesian Search That Cut Latency 40%
Optimizing RAG at Scale: Chunking, Retrieval, and the Bayesian Search That Cut Latency 40% How we moved from "semantic s
What a Hardened OpenClaw Rig Actually Looks Like
Most people are running a toy that dies when they close their laptop. A real rig survives reboots, API outages, and you
The VERY leaky loopholes in Britain's hosepipe bans... from opening your garden to the public or declaring your fountain spiritually significant to claiming you have ADHD
11million customers of Southern, South East, Cambridge and Anglian Water, as well as Affinity Water, have been ordered n