AI Coding Agent

Corey-Coder

A model-agnostic, MCP-driven local coding agent. It investigates your codebase and cluster with real tools, runs an agent loop until the tests pass, and serves entirely on hardware you own — no per-token API bills, no vendor lock-in.

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Core Capabilities

A

Agentic Investigation

Asked to diagnose a failure, Corey-Coder forms hypotheses then runs the read-only commands itself — logs, describes, greps — and answers with evidence instead of handing you a to-do list.

L

Agent Loop to Green

Write → run tests → read the expected-vs-actual failure → fix → repeat. The harness, not the model, is the moat: it lifts the same model's pass rate dramatically.

M

Model-Agnostic

The model is a swappable show horse. If a vendor pulls a model or starts charging, slot in another — your harness, MCP tools, and workflows stay exactly the same.

O

Runs on Hardware You Own

Serves from your own GPU — no per-token API bills and no code leaving your network. Your codebase stays yours.

T

Right-Sized Effort

A greeting gets a greeting; a real task gets the full tool-driven investigation. It matches effort to the request instead of over-engineering simple things.

K

Gated & Per-User Keyed

Login-gated with one API key per user (destroy-first rotation). Passwords are never stored — only salted hashes — so access stays controlled and auditable.

Built For

1

Engineering Teams

A coding agent for your whole team that runs on shared on-prem hardware — fixed cost, no metered API bills that scale with usage.

2

Regulated & Air-Gapped Environments

Code never leaves your network. Ideal where source can't be sent to a third-party API for compliance or security reasons.

3

Cluster & Infra Diagnosis

Point it at a failing pod or service and it investigates with real read-only commands, then reports the actual root cause with evidence.

4

Vendor-Risk-Averse Shops

Because the model is swappable, you're never locked to one provider's pricing or availability. Swap the engine, keep the harness.

Interested in early access? Contact us to schedule a demo.

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