AI development is breaking down at scale OktoLabs · Product no. 01 · v0.1.2

Ship with AI. Stay in control.

From idea to production — with specs, validation, and evidence. Okto Pulse is the control plane for AI-assisted software development: structure the work, guide your agents, and prove what was actually delivered.

Works with your existing AI tools. No workflow replacement required.

$ pip install okto-pulse

See how this works in a real project Request demo

190+ MCP tools
6 Controlled stages
4 Validation gates
KG Project memory

AI coding is fast.
Losing control is faster.

AI assistants can generate code. They do not guarantee that requirements were implemented, decisions were preserved, tests covered what matters, or the system behaves as intended.

Context gets lost

Long-running work turns into disconnected prompts, partial memory, and repeated explanations.

Decisions disappear

Architecture, trade-offs, and constraints live in chat history instead of the project system.

Specs are ignored

Agents can move quickly while drifting away from the original requirement and acceptance criteria.

Validation becomes subjective

Done means “it seems to work” instead of evidence tied to requirements, tests, and delivery.

The system keeps moving. The understanding does not.

intent.status="unclear"
spec.coverage="unknown"
task.drift="rising"
delivery.evidence="missing"

This does not break immediately. It breaks when it matters.

When this becomes unavoidable

Okto Pulse matters most when AI speed starts to outpace the team's ability to explain, trace, and validate the system.

Your project runs longer than a few days
You rely on AI for implementation
You stop trusting what was built
You can't trace behavior back to intent

If you're building with AI, you will hit this point.

Not another board.
Not another AI tool.

Okto Pulse sits between your idea and your code, bringing structure, traceability, and validation to every step. It turns AI from a coding assistant into an engineering participant.

This is not

another Kanban
another code generator
another loose workflow tool

This is

The control plane that makes AI development reliable. It enforces structure, tracks intent, and proves delivery.

Intent Spec Task Evidence Knowledge

Intent Ideas Requirements Architecture Mockups

Okto Pulse Control plane

Specs Tasks Validation Analytics Knowledge 190+ MCP tools

Agents Claude Code Cursor Cline Codex

Evidence Tests Rules Contracts