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[ARTICLE · art-117595] src=crewmoot.hellodexter.com ↗ pub= topic=ai-agents verified=true sentiment=· neutral

AI Orchestrator that self-learns, run's teams and never sleeps

CrewMoot has launched an AI orchestration platform that runs a self-managing team of agents 24/7, handling tasks from kanban boards with self-training capabilities and automatic failover across providers. The system features a boss agent that delegates to specialists, each with persistent memory, and claims a 100% HumanEval pass@1 score. It supports any model or provider, offers 37 specialist presets, and can be self-hosted as a single binary.

read4 min views4 publishedSep 1, 2026

CrewMoot runs an AI crew 24/7. They pick work off your board, get it done, and only email you when a human’s needed. Any model, any provider.

24/7 always-on100% HumanEval pass@1Self-training agentsAny model, any provider

A whole department. #

One install.

CrewMoot turns your projects into an always-on AI team: a boss running the show, specialists who each keep their own memory and learn your business, and agents who get it done and report back in email-style threads.

They set their own automations, connect to your tools, and survive the night: when a provider dies they fail over, when an engine wedges they restart it, and when they truly need you, they ping your phone. One binary you can self-host.

Four steps. Then it’s their problem. #

01

Install

One install, no Docker. Point it at your work and walk away.

02

Describe the work

Drop tasks on the kanban board. Your manager wakes up and starts delegating.

03

The crew runs

Agents plan, do, check and report, around the clock, without getting in each other’s way.

04

Stay the boss

Review diffs, answer “needs you” pings, merge with a click. You decide; they progress.

Watch it work. #

No screenshots. No fluff. Just what the crew does, all day, all night.

You describe.

They build.

Drop tasks on the board. A specialist claims it, and the card walks itself from To Do to Done. Any kind of work: code, campaigns, tickets, leads.

LEARN MORE →

BACKLOG

TODO

DOING

REVIEW

DONE

The boss never clocks out.

Every project gets a resident manager. A heartbeat every 30 minutes: check the board, chase stuck work, email you the summary. At 3pm or 3am.

LEARN MORE →

It trains itself.

Tell an agent what to be (“become a Kubernetes expert”) and it starts training itself: reading, practicing, stacking lessons in memory. Specialists level up, consult each other like experts in a company, and the whole team compounds.

LEARN MORE →

It hires its own crew.

Bug fixers, QA, docs writers: 37 specialist presets or free-form robots, staffed on demand and re-modeled mid-flight. You set the caps.

LEARN MORE → BUG FIXER glm-5.3

QA AGENT flash

DOCS flash

Dead model? Crew keeps working.

Every agent carries a fallback chain. A provider dies, gets benched, work reroutes to the next model. Recovered models rejoin automatically.

LEARN MORE →

Your inbox is the standup.

Agents email findings, bugs and questions straight to your CrewMoot inbox, and they write each other on their own internal mail, like any real team. Only “needs you” decisions ping your phone.

LEARN MORE →

Wait, there’s more. #

The stuff that turns a cool demo into a department.

Boss. Specialists.

Tasks. Expanding out.

One boss runs the show. Three specialists own their lanes. Nine tasks in flight at once: claimed, branched and shipped without stepping on each other.

LEARN MORE → ARCHITECT 3 tasks

QA LEAD 3 tasks

RELEASE 3 tasks

It sets its own alarms.

Dependency sweeps every morning. Stuck-task checks hourly. Release notes every Friday. The crew schedules its own recurring work. Or you can, down to the day and hour.

LEARN MORE →

Plays well with your stack.

Push notifications to your phone. Issues synced with your tracker. The mobile app puts the whole crew in your pocket, and every tool you connect becomes another pair of hands.

LEARN MORE →

One crew. Many jobs. #

Plug in your tools and the same crew sells, markets, and answers your tickets.

The original sin. Pipelines, reviews, releases · while you sleep.

→ SEE THE CREW CODE

A full outbound team: prospecting, personalized emails, follow-ups, booked calls.

→ RUN THE PIPELINE

Content plans, drafts, fact-checks and schedules · always-on, on brand.

→ FILL THE CALENDAR

Inbound email in, triage and replies out · humans only when it matters.

→ ANSWER EVERYTHING## Frontier results.

All models.

Same crews we’ll hand you the keys to.

Get in line. #

CrewMoot is in the shop being tuned. Join the waitlist and be first on the dock when the doors open.

You’re on the list. Watch your inbox. The crew will call you when it’s time. ★

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