Priya Subramaniam

Limit agent tools and resources per task to prevent unintended damage.

Checkpoint decisions should follow consequence, not workflow position.

LLMs lose all context between sessions, forcing agents to rebuild understanding from scratch.

The `codex exec` subcommand turns Codex into a scriptable automation tool for CI pipelines.

The autonomy slider moves from tab completion to independent codebase edits.

How to onboard Claude Code into an existing codebase.

Windsurf runs inference on-premises; Copilot doesn't.