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Agents

Autonomous workflows, coding agents, browser agents, and reliability signals.

Explore guideSourcesUpdated Sep 4, 4:37 AM
Editorial photo of a laptop workspace with abstract AI interface overlays
Reliability

Agent demos are easy; dependable handoffs are the hard part

The agent desk tracks whether autonomous systems can plan, recover from errors, ask for approval, and leave a usable audit trail instead of only showing a successful demo path.

Evals, permission boundaries, rollback behavior, and human-in-the-loop controls.
Coding agents

Software agents are becoming the proving ground

Coding work has tests, diffs, repositories, and review loops, so it exposes agent quality faster than vague productivity demos.

Benchmark movement, real repository tasks, security reviews, and IDE/cloud integration.
Browser work

Computer-use agents need evidence, not just automation

Browser and desktop agents become useful when they can cite what they saw, avoid untrusted instructions, and stop before sensitive actions.

Tool permissions, prompt-injection defenses, credential handling, and task completion traces.
Sources

Agents source watchlist

Directory

Agents profiles to track