Your AI Agent Says 'Done.' It's Lying.

"Fix one thing, another thing breaks."40+ developers agreed on Reddit

Stop the Cycle

You're Not Alone

"Fix one thing, another thing breaks"
Reddit r/replit40+ comments
"Fed Up with Claude Code's Instruction-Ignoring"
Reddit r/ClaudeAI60+ comments
"AI Slop PRs are burning me and my team out hard"
Reddit r/ExperiencedDevs370+ comments
"The agent kept working for more than an hour... it started introducing regressions"
Reddit r/programming150+ comments
"Every new session feels like starting over"
Reddit r/cursor20+ comments
"Claude Code forgets everything when it compacts context"
Twitter/X

Why This Keeps Happening

AI coding tools solve syntax. Nobody solves alignment.

No Memory

Every session starts from zero. Your architecture decisions, bug fixes, and constraints vanish.

No Traceability

Agent doesn't know which requirements each line fulfills. Fix one, break another.

No Spec Chain

Code reviewers check if code works. Nobody checks if code fulfills requirements. Your agent can write perfect code that implements the wrong thing.

The Fix: Spec Chain Enforcement

PRD
Design
Tasks
Evidence
Verification

Ceetrix enforces the chain from requirement to tested code

Code review tools catch bugs. Ceetrix catches gaps — missing requirements, untested capabilities, specs that drifted from implementation. Different layer, different problem.

7 Gates Block Incomplete Work

Each gate must pass before the agent can mark work as "done"

G1

PRD Coverage

Design must address all PRD requirements

G2

Task Coverage

Every capability needs an implementing task

G3

Test Coverage

Required test types must exist for each capability

G5

Evidence Required

Tasks need files_changed and rationale proof

G6

All Tasks Done

Story cannot close with incomplete tasks

The Difference

Without Ceetrix

  • Each session starts from zero
  • Agent says 'done' — you trust or manually verify
  • No link between requirements and implementation
  • Agent mistakes vanish between sessions
  • Testing is optional and ad-hoc

With Ceetrix

  • Persistent backlog, PRDs, designs across sessions
  • 7 gates block completion without evidence
  • Spec chain: PRD → Design → Tasks → Tests
  • Corrections captured, attributed, classified
  • Impact dimensions derive required test types

Get Started in Minutes

1

Connect

Install the MCP server. Works with Claude Code, Cursor, and other MCP clients.

2

Specify

Create a story with PRD and design. Define what success looks like before coding.

3

Enforce

Gates block incomplete work automatically. No more false completion signals.

Your Agent Writes the Code. Who Checks It Matches the Spec?

Ceetrix enforces the chain from requirement to tested implementation. No gaps, no drift, no false "done."