01
Context — Fewer tokens, more work
Injects the smallest relevant slice of your code on every prompt — matching functions, not whole files. A structural question costs 8–13× fewer tokens; a whole session runs 70% leaner.
Security · Code intelligence · Agents — one APIOne API key.
One API key.
Every defense your AI code needs.
Point Cursor, Claude Code, or your CI at a single endpoint — secret scanning, PR review, and code intelligence, metered by the key.
AI writes most of your code now.
It ships faster than anyone can review.
Secrets leak. Reviews get skipped.
CoherentKey sits under all of it.
01One key
install once. connect the key. done.
Claude CodeCursorWindsurfZedVS CodeGitHub CI
02What it does
Five capabilities, one key.
02
Memory — Chats that share
Multiple Claude Code chats on one project reuse each other's findings — recorded once, recalled automatically. One command wires it all and opens a live control panel.
03
Graph — Code intelligence at scale
A live knowledge graph answers what breaks if I change this — and streams a 50-million-line codebase without loading it into memory.
04
Guard — Secrets never leave
Scans commits, staged changes, PRs, and whole files for secrets and PII — on-device, before anything ships.
05
Enterprise — Hardened & hosted
Tenant isolation, a full audit trail, global rate limits, and organizations that group many keys under one shared plan and budget.
03AI code review
A skeptic reads what the AI just wrote.
A family of review agents that push back on the code your assistant produced — before you accept it.
code-challenger
The skeptic. “Why is this 150 lines? It could be 25. Do we need this function?” Challenges bloat and proposes a leaner, behaviour-preserving rewrite — it critiques, you decide.
code-reviewer
The bug and quality reviewer — correctness, edge cases, and maintainability.
code-simplifier
Applies the simplification the challenger proposes: fewer lines, same behaviour.
20+ language reviewers
python-reviewer, react-reviewer, go-reviewer, security-reviewer… idiomatic, per-stack review.
04Everything in the box
One key. The whole defense stack.
- 01Guard — scan commits, PRs & files for secrets and PII↗
- 02Router — match every prompt to 286 skills + 68 agents
- 03Graph — a live knowledge graph of your codebase
- 04Gateway — cache + route to cheaper models, meter spend
- 05Reviewers — code-challenger + 20+ language code reviewers
- 06GitHub App — automated secret/PII review on every PR
- 07Orchestrator — parallel AI workers with a coordinator
- 08Library — browse & install 286 skills / 68 agents
- 09Connect — wire every editor in one command↗
SCANNED. REVIEWED. UNDERSTOOD. BEFORE IT SHIPS.
05In practice
Watch it stand guard.
auth.py
SECRET_KEY = "AKIA••••••••••••"
db.connect(host, password)
CRITICAL · aws-access-key
CoherentKey — 1 finding · worst: critical
config/prod.env:12secret
remove or rotate before merge
> add oauth login to my api
router picks
skill · auth-oauth-jwtagent · security-reviewer
gateway savings · this month
73%
$0.0020 billed vs $0.0075
coordinator
frontendworking
backendworking
docsworking
06Architecture
your code never leaves your machine.
Your Machine
Code Editors
Extension
Local Code Graph
AST
Git Hooks
Pre-commit
⇄
One Key API
CoherentKey Cloud
FastAPI Gateway
Proxy
Skill Router
Semantic
Secret Manager
Encrypted
07By the numbers
0
SKILLS
0
EXPERT AGENTS
0
EDITORS SUPPORTED
0
GUARD MODES
0
BYTES OF SOURCE LEAKED
08Token efficiency
Fewer tokens per answer.
Answering a question about a large codebase — reading the candidate files yourself vs. CoherentKey assembling the minimal relevant context.
Reading whole files0 tokens
With CoherentKey0 tokens
73%fewer tokens to answercontext-optimizer, typical codebase query
09Get started