Every coding agent runs in its own silo. None answers to one helm. The result is five disconnected chats, no shared log, and no accountability — the problem NEST was built to solve.
The proliferation of coding agents — Claude Code, Codex, Cursor Agent, Gemini, OpenCode — gave teams capability and took away control. Each agent is powerful; the team running all five has no single source of truth.
The Issue: Agent Sprawl
Issue-tree the problem: five agents, five silos, five logs (or none), five ways to govern (or none). The team gains agent capability and loses operational coherence — which is fine until something goes wrong, and then it's the whole problem.
- Five agents, five silos.
- No shared log across agents.
- No oversight across sessions.
- No single place to govern them.
The Design: A Control Plane
The design is a control plane — one Rust server as the single source of truth, a CLI, and a React PWA. The agents don't change; the control plane sits over them. Run Claude Code, Codex, Cursor, Gemini, and OpenCode from one hub, every session accountable to one log.
Why a Control Plane, Not a Tool
A new tool adds to the sprawl. A control plane ends it. The point isn't "another agent" — it's the helm the existing agents report to. That's the design that compounds: every new agent the team adopts inherits the same control plane instead of adding a new silo.
What NEST Ships
NEST is local-first: a Rust server as the single source of truth, a CLI, and a React PWA. Five agents ship today, each wired to the same Rust server; voice drives them all from one console. NEST free/self-host — clone and run, 50+ companies already do. CTX0 Cloud for managed persistence, permissions, and mobile oversight per key.
Conclusion
A control plane over five coding agents is the design that ends agent sprawl. The agents don't change; the helm over them does — one Rust server, one log, every agent accountable.
About FACTA
FACTA helps startups and growth-stage teams turn AI into production systems that keep running — not demos that impress once.
We design the architecture around the parts that actually break under real usage: tooling you own, credentials you control, failover, cost controls, observability. The boring infrastructure that keeps a system alive after launch.
Led by Matías Baglieri and Carolina Fogliato, we focus on one thing:
AI leadership that builds. Not just advises.
See what running all your coding agents from one hub looks like at the NEST product page.
Related: the single source of truth and NEST to CTX0 Cloud.
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