Story · Justin Smith (Resolve AI)
Always-on agents run production without the on-call tax (Justin Smith (Resolve AI))
talk · Story page
Resolve AI's background agents notice a release tag dropped in Slack, read what changed, and write a monitoring plan for that release alone, deciding on their own when to check back. The target is everything that routes around CI/CD: feature flags and infrastructure changes that ship with no monitoring at all.
In plain words
- Resolve presented always-running software that watches releases and other changes to live systems without waiting for a person.
- When someone posts a GitHub release tag, a label marking new software, it reads changes and chooses warning signs.
- For a changed checkout system, it might watch response speed and errors, then trace problems into connected data systems.
- It chooses when to check again based on possible failure patterns, rather than following fixed timing.
- This could help engineers catch trouble from feature switches and underlying system changes that normal release monitoring misses.
Appeared in
- A public harness reproduces DeepSeek's 82.7% on Terminal-Bench, 445 trials deep
Aug 10, 2026 · in the sections
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