Coding

SaaS, open source and skills for coding work — with the limits of each written down.

Before you pick

What decides it
Model choice barely matters now; how the tool gathers context and verifies its edits does. Test that on your oldest repo, not a new one.
What to avoid
Agent pull requests wait far longer for review and get merged far less often; the constraint becomes deciding what is safe to merge.
What is changing
Assistants are becoming fleets — parallel agents in isolated sandboxes opening several attempts at once. The instructions you write for them increasingly port across tools.

Skills

Skills you drop into a coding agent.
Search an area, or a tool by name.