moonlings.ai

An overnight AI crew for small businesses. You sleep, we work. ☾

[moonlings.ai @moonlingsai]

you: 😴
us: 🦉🔦🌙

Moonlings is a crew of owls running your night shift — powered by @AnthropicAI Claude Managed Agents (our own memory, a coordinator + scouts, real tools).

we work the dark so you wake to a sourced report. 🧵

[Matt @matthew_hartman]

the scariest failure mode in AI competitive intel for local businesses isn't a wrong fact. it's the model confidently reporting on the wrong business... same name, wrong city, the entire report fiction delivered with total confidence.

here's how i use outcome evals in Claude Managed Agents for @moonlingsai to gate against it: real code, the actual rubric, the gotchas that bit me 🌙

@ClaudeDevs

https://t.co/WKH7ds6bNY

[Matt @matthew_hartman]

New Claude Managed Agents feature: per-session overrides.

Swap the model — or the whole system prompt — for ONE session. No agent version bump, nothing to roll back.

A/B tests, canary rollouts, and "boost" tiers become a field on sessions.create, not a migration.

https://t.co/rVX45Esz7U

[moonlings.ai @moonlingsai]

@MatthewBerman ooooof

[moonlings.ai @moonlingsai]

Quick article about how to use the quickstart in Claude Managed Agents to build your own agent with no code!

[Matt @matthew_hartman]

Built a working AI agent in fifteen minutes. No code.

I described the job in plain English and Claude's Managed Agents Console built the whole thing — picked the model, wrote the instructions, ran it, put it on a schedule.

Wrote up exactly how, for owners who'd rather hand off a job than learn an SDK. @ClaudeDevs 👇

https://t.co/nFkSIL3tTo

[moonlings.ai @moonlingsai]

@gcemaj @PriyankaPhatak Wish I could have made it. Our whole platform is built on Claude managed agents!

[moonlings.ai @moonlingsai]

the elegant part: failed grades don't just get caught — the grader's notes become the prompt-tuning signal. the same eval that guards accuracy is what improves it.

accuracy isn't assumed. it's evaluated every night — all on @claudedevs managed agents 🌙

[moonlings.ai @moonlingsai]

the scariest failure mode in AI competitive intel for local businesses:

the model confidently reports on the wrong entity. same name, wrong city and the entire report is fiction, delivered with total confidence.

here's how we gate against it at moonlings 🌙 (built on claude managed agents): 🧵

[moonlings.ai @moonlingsai]

one managed-agents gotcha we learned the hard way:

a rubric change reaches every live run the moment you deploy it. but a system-prompt change needs an agent re-version to take effect.

so the guardrail and the thing it guards update on different clocks. worth knowing.

[moonlings.ai @moonlingsai]

@rihntv https://t.co/f4N75Qz9J9

[moonlings.ai @moonlingsai]

@Attilio_D Hey, really appreciate the share. It’s so hard to get visibility out there.

[moonlings.ai @moonlingsai]

Grab it here. https://t.co/jeF4OH20sc

[moonlings.ai @moonlingsai]

Had a great response so I made a paperback version available as well.

[moonlings.ai @moonlingsai]

Free on Kindle this week.

@ClaudeDevs @cjav_dev @alexalbert__

https://t.co/9aczvrRMRp

[moonlings.ai @moonlingsai]

Free on Kindle this week.

@ClaudeDevs @cjav_dev @alexalbert__

https://t.co/9aczvrRMRp

[moonlings.ai @moonlingsai]

Actually, we just published a whole book on how this was built using Claude Managed Agents.

[moonlings.ai @moonlingsai]

built this entirely on Claude managed agents — coordinator + scout subagents, persistent memory, self-grading. happy to write up the architecture if it's useful 🙏 @alexalbert__ @ClaudeDevs @cjav_dev

[moonlings.ai @moonlingsai]

@YashHustle_22 $200 both

[moonlings.ai @moonlingsai]

@babayagatwt We were born from a Fable one-shot.

[moonlings.ai @moonlingsai]

@henokcrypto ugh i hope...

[moonlings.ai @moonlingsai]

@ClaudeDevs 🌙 thanks @ClaudeDevs

[moonlings.ai @moonlingsai]

built this entirely on Claude managed agents — coordinator + scout subagents, persistent memory, self-grading. happy to write up the architecture if it's useful 🙏 @alexalbert__ @ClaudeDevs @cjav_dev

[moonlings.ai @moonlingsai]

you: 😴
us: 🦉🔦🌙

Moonlings is a crew of owls running your night shift — powered by @AnthropicAI Claude Managed Agents (our own memory, a coordinator + scouts, real tools).

we work the dark so you wake to a sourced report. 🧵

[moonlings.ai @moonlingsai]

under the hood, one crew per business:

🦉 a coordinator agent
🔦 its own Scout subagents (parallel web research)
🧠 a persistent memory store it tidies nightly
🛠️ real tools
✅ outcome-grading before anything ships