AgentEM builds custom AI agents that handle specs, risk detection, review routing, and sprint management, so your team ships instead of coordinates.
A senior engineer writes a spec missing an ADR constraint. Rework costs a week. A PR sits unreviewed for 3 days because nobody knew who owned that service. A risk surfaces on Thursday that was visible on Monday. The sprint ends 30% short because capacity planning was a guess. None of this is an engineering problem. It's an operational visibility problem.
Context files, 6 skills, and a full automation layer — cron scheduling, webhook triggers, Slack delivery, CLI pipelines. Clone the repo, fill in your context, run skills manually or let them fire on a schedule. Everything from manual to automated in one repo.
The router evaluates every event, scores confidence, and decides whether to auto-execute or queue for your approval. Over three sprint cycles, low-risk actions graduate to autonomous. By week 8, the system handles 60–70% of actions without you.
Each skill reads your context files (your architecture, your team, your standards) before every run. The output isn't generic. It's yours.
Produces implementation specs that know your ADRs, your system architecture, and your team's actual capacity constraints.
Breaks specs into right-sized tickets with acceptance criteria, effort estimates, and dependency mapping based on your team topology.
Continuous scan for stale PRs, blocked tickets, scope creep, capacity overload, and cross-team dependency risks.
Reads the diff, checks code ownership and reviewer load, assigns the right reviewers, and posts a structured PR summary.
Tracks what's shipping, checks readiness gates, flags missing items, and generates release notes from merged PRs.
Generates sprint retrospectives from real data (velocity, review cycles, risk accuracy) and proposes context file updates that make the next sprint better.
6 engineering agents, context templates, diagnostic tools, and sprint planning — all inside Claude Code. One command to install, fill in your context, and start running agents.
The framework is free. We build the intelligence layer when you're ready.
6 agents in Claude Code. Context templates, diagnostic tools, sprint planning. Install and run in 30 seconds.
Context extraction + agent build. For teams of 5–15 engineers.
Intelligence layer + 3 sprints of tuning. Router, confidence scoring, autonomy graduation. For teams of 15–50.
Hosted agents, continuous tuning, multi-team support. For teams of 50+.
30-minute call. We'll map your team's workflow and show you what the agent would look like for your engineering org.
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