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Context-grounded multi-agent flow for GitLab. @-mention it on an issue — it queries GitLab Orbit, decomposes the work into parallel subtasks, self-heals failures, and opens a structured MR.
Embero: AI wildfire platform. Uses IoT & YOLOv8 drones for fire detection. GitHub includes ESP32/Arduino schematics, ML training scripts, and complete community web dashboard source code.
An AI agent that eliminates merge request review debt using GitLab Orbit's knowledge graph to triage stale MRs and file automated weekly debt reports.
It uses GitLab Orbit's knowledge graph + AI to instantly explain unfamiliar code. Get file breakdowns, dependency graphs, impact analysis, and interactive Q&A, turning hours of reading into seconds.
Performance Guardian: AI-powered merge request review that catches performance risk before it reaches production.
An intelligent AI agent built on GitLab Duo to automate context-aware workflows, simplify issues, and orchestrate developer tasks seamlessly.
A GitLab Duo AI flow that turns day-one confusion into instant project clarity.
Autonomous CI/CD agent that diagnoses pipeline failures using GitLab Orbit and opens verified Merge Requests with AI-generated fixes.
Merge requests that break together, blocked together. Keystone uses GitLab Orbit graphs to catch silent semantic collisions before they ship.
AI-powered issue triage using GitLab Orbit's codebase knowledge graph
AI agent that uses GitLab Orbit to analyze code changes, predict their impact, and help developers safely refactor code without breaking things.
Stop reverse-engineering codebases. Ask them questions instead.
That 'one-line' change? It might touch 30 things. A GitLab Duo agent comments on your MR with the real blast radius, pulled live from the Orbit graph.
An Orbit-powered MR readiness gate that tells authors whether a merge request is ready for human review.
merges. Because supply chain attacks don't start with a zero-day. They start with a trusted contributor acting out of character.
Turn verified GitLab Orbit graph evidence into actionable merge request review packets with GitLab Duo.
Cloud architecture moves fast, but hidden deployment costs, tech debt and inefficient CI/CD pipelines move faster. DuoOrbit FinOps is an agent that acts as a proactive guardrail for your cloud spend.
From incident to root cause in seconds. Backtrace traverses GitLab Orbit to pinpoint the deployment, MR, file, and developer behind an outage.
Catches the bugs your diff review can't see — risk analysis powered by GitLab Orbit's knowledge graph.
Auto-analyzes every GitLab MR for blast radius, test gaps & security signals. Enriched with GitLab Orbit knowledge graph. Posts 🔴/🟡/🟢 risk report as MR comment before merging.
Multi-agent GitLab Duo flow that autonomously handles engineering coordination — detects stalled MRs, balances workload, escalates blockers, and predicts sprint health using the Orbit context graph.
Intelligent Blast Radius & Impact Analysis
Predicts whether a merge request will overload your system , before you merge it. Uses GitLab Orbit to trace what a change affects, then runs the math to check if it's safe.
Most SAST tools can't see across files. Taint-Flow Auditor walks GitLab Orbit's call graph to prove which untrusted inputs actually reach dangerous sinks — with a fix attached.
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