Hash the Side-Effect Ledger Before You Accept a Cleanup Refactor

September 8, 2026 · Dev.to

Measure a context plugin on your own repository before you install it
Every plugin in this category tells you it reduces context cost. None of them let you check on your own code first, so I
We open-sourced a court for AI agents, not another chat protocol
Agents can already talk. MCP and A2A exist. What they still cannot do is lock money with a stranger, hand over bytes, an
Posterior Inference: From Joint Distributions to the Inference Bottleneck
A probabilistic model can describe more than the data you observe. It can also include hidden variables that capture str
Ex-F1 boss Ecclestone stopped by police for taking shotgun to Portugal
95-year-old billionaire says gun was for shooting clay pigeons.
Gavin Preston murder: Contract killers Jaeden Tito and Rabii Zahabe jailed for cafe attack
Two contract killers who gunned down a well-known underworld figure as he was seated at a cafe have learnt their fate.