Human intent is all that matters

CodeSpeak is an Agentic Engineering Toolkit.
Write programs in structured human language.

Catch code drift effortlessly

We surface and verify every requirement your changes touch, even the hidden ones.

Complexity under control

Structured requirements keep a growing codebase maintainable.

Review the meaning,
not the code

Always up-to-date specs that capture your team's intent.

How it works

CodeSpeak captures intent from your agent chats, turns it into structured requirements mapped to your code, and enforces them on every change.

Agent chats are turned into structured requirements, each broken into parts like Subject, Action, Object and Condition, and grounded to specific files in your code.
  1. 1

    Planning — ground every new task in your existing requirements and surface conflicts before work starts

  2. 2

    Verification — catch code drift the moment a change diverges from its requirements

  3. 3

    Collaboration — review and discuss the intent behind a change, without reverse-engineering it from the code

Don't lose your intent

CodeSpeak will keep your intent captured automatically. Until it launches, our web tool recovers what's already buried in your chats. Keep it as context for your agents or docs for your team.

Open Intent Studio

Better Spec-Driven Development

CodeSpeak tackles the biggest pains of SDD

Specs go stale

Once the feature is done, its spec stops being updated. After the next change, it no longer describes what the system actually does.

CodeSpeak keeps each requirement mapped to the code and updates it as the system changes, so it always reflects reality.

Most specs are hard to read

The real meaning in specs is buried in AI-generated slop.

CodeSpeak turns intent into structured, human-readable requirements. Each surfaces when it's relevant, instead of a spec you read front to back.

Specs get ignored

Agents follow a spec only while building the feature it describes. Move on, and your intent is forgotten.

CodeSpeak remembers every requirement and feeds the relevant ones into your agent's context, so your intent shapes every task, not just its first.