Governable AI that understands your code before it touches it.
CoderOps is the first AI cognition platform with enterprise-grade governance built in. Every agent action is auditable, reversible, and approvable. No black boxes. No blind execution.
AI coding tools are powerful.
But they work blind.
Current AI development tools start every session from zero. They don't remember past decisions, can't trace why code exists, and have no governance over what agents do.
No historical memory
Agents can't access the decisions, patterns, errors, and fixes that shaped your codebase over months or years. Every session starts from a blank slate.
No cross-repo understanding
Multi-repository systems are invisible to current tools. Dependencies, ownership, and architectural decisions spread across repos are lost in translation.
No governance
Delegating to AI agents without audit trails, approval policies, or rollback capability makes it impossible for enterprises to trust autonomous execution.
Before acting, understand.
Before generating, reconstruct.
CoderOps scans your repositories, PRs, issues, CI runs, and deploys to build a persistent cognitive model of your software's evolution, not just its current state.
It infers technical decisions, recurring patterns, ownership, error history, and architectural intent. Then it uses that understanding to coordinate a hierarchical swarm of AI agents that execute, review, and govern work with full context.
The result: agents that don't work blind. They understand why your code exists, what happened before, who owns what, and what to do next, all supervised by a small team of senior experts.
Four planes of intelligence
A governable AI cognition platform built on four specialized planes, each handling a critical dimension of autonomous software development.
Session Augmentation Gateway
Every new session, whether human or agent, receives a compact, precise context pack assembled from the project's full history. No more starting from zero.
Agent Orchestration Plane
Hierarchical agent swarms with defined roles: Planner, Bug Triage, Feature Gap, Reconciliation, and Execution agents. Coordinated via durable workflows.
Project Intelligence Layer
Reconstructs historical context from commits, PRs, issues, and CI. Builds causal graphs of decisions, ownership maps, and semantic invariants across repositories.
Governance Layer
Enterprise-grade policies, approval flows, audit trails, and rollback capability. Every agent action is traceable, reversible, and governable. No black boxes.
Built for teams that ship at scale
Each capability is designed to make autonomous software development not just possible, but governable and trustworthy.
Persistent Cognition
Not just memory, cognition. CoderOps maintains a living, evolving representation of your project that understands context, continuity, decisions, risks, and coordination across agents and sessions. Every new session enters better prepared than the last.
Historical Reconstruction
Scans commits, PRs, issues, CI, and deploys to infer the full arc of your project: why code exists, what was tried and reverted, which errors recur, and who owns what.
Hierarchical Agent Swarm
Not a flat group of agents. A structured hierarchy with Planner, Bug Triage, Feature Gap, Reconciliation, and Execution roles coordinated through durable workflows.
Enterprise Governance
Policy Engine, Memory Firewall, Approval Graph, Audit Vault, and Autonomy Controller. Every agent action is traceable, reversible, and approvable at enterprise scale.
Model Agnostic
Works with Claude, GPT, Gemini, Llama, or any frontier model. The intelligence is in the memory and orchestration layer, not locked to a single provider.
Multi-Repo Intelligence
Cross-repository dependency mapping, shared ownership graphs, and unified memory across your entire system. Not just one repo at a time.
The gap no one else fills
Existing tools solve pieces of the puzzle. CoderOps integrates memory, orchestration, intelligence, and governance into a complete system.
| Capability | Cursor / Copilot | Factory.ai | CoderOps |
|---|---|---|---|
| Persistent cross-session memory | Partial | Full | |
| Historical reconstruction | Full | ||
| Multi-repo context | Limited | Full | |
| Hierarchical agent swarm | Partial | Full | |
| Enterprise governance & audit | Basic | Full | |
| Model agnostic | Limited | Full |
Autonomy without governance is a liability
The bottleneck in AI-driven development isn't intelligence. It's trust. Enterprises can't delegate to agents they can't audit, reverse, or control. CoderOps makes delegation governable.
Policy Engine
Define what agents can and cannot do. Scope permissions by repository, branch, file type, or risk level. Policies are code, not hopes.
Audit Vault
Every agent action recorded with full provenance: who requested it, what context was used, what changed, and why. Complete traceability from prompt to commit.
Approval Graph
High-impact actions require human approval. Define escalation rules, multi-party sign-off, and automatic gates based on risk classification.
Rollback Ops
Any agent action can be reversed. Automated rollback on failed CI, manual revert by experts, and time-travel to any prior state of the codebase.
Ready to build software with governable AI?
CoderOps is launching in 2026. Leave your details and we'll reach out when early access opens.