open.substack.com/pub/engineer...
open.substack.com/pub/engineer...
Gemini 3 and Grok Sherlock are already competing on it, and the SOTA models from China are as well. It maps well to the 12 factors as well
github.com/humanlayer/1...
Gemini 3 and Grok Sherlock are already competing on it, and the SOTA models from China are as well. It maps well to the 12 factors as well
github.com/humanlayer/1...
I really enjoyed this one
I really enjoyed this one
Take a workflow and do it manually. Find all the context needed to do it reliably.
Everywhere you get context is an opportunity for a subagent to only provide the same exact context you used to do it manually protecting the main agent
Take a workflow and do it manually. Find all the context needed to do it reliably.
Everywhere you get context is an opportunity for a subagent to only provide the same exact context you used to do it manually protecting the main agent
How to Make Claude Code Skills Activate Reliably: scottspence.com/posts/how-to...
How to Make Claude Code Skills Activate Reliably: scottspence.com/posts/how-to...
createContext passes types with a stored context - replacing the need to type every getContext return value
The $state.eager(value) rune will update the UI immediately instead of waiting for the corresponding await to resolve
createContext passes types with a stored context - replacing the need to type every getContext return value
The $state.eager(value) rune will update the UI immediately instead of waiting for the corresponding await to resolve
Gemini 3 spotted in the wild
Gemini 3 spotted in the wild
LangChain just shipped human-in-the-loop middleware + tool-call limit controls. One demo literally shows "reining in a spend-happy shopping agent"
Runaway tool calls = runaway costs
LangChain just shipped human-in-the-loop middleware + tool-call limit controls. One demo literally shows "reining in a spend-happy shopping agent"
Runaway tool calls = runaway costs
`Use pnpx claude-skills-cli to create a skill for my API client code
`Use pnpx claude-skills-cli to create a skill for my API client code
Fast failure only works if learning is faster.
engineeredintelligence.substack.com/p/building-s...
Fast failure only works if learning is faster.
engineeredintelligence.substack.com/p/building-s...
engineeredintelligence.substack.com/p/ephemeral-...
Vibe Analysis -> www.youtube.com/watch?v=KOr-...
engineeredintelligence.substack.com/p/ephemeral-...
Vibe Analysis -> www.youtube.com/watch?v=KOr-...