Your AI Agent Says 'Done.' It's Lying.
"Fix one thing, another thing breaks."— 40+ developers agreed on Reddit
You're Not Alone
"Fix one thing, another thing breaks"
"Fed Up with Claude Code's Instruction-Ignoring"
"AI Slop PRs are burning me and my team out hard"
"The agent kept working for more than an hour... it started introducing regressions"
"Every new session feels like starting over"
"Claude Code forgets everything when it compacts context"
Why This Keeps Happening
AI coding agents have three fundamental gaps
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 Verification
Agent says 'done' without checking. Tests don't pass, requirements ignored.
The Fix: Spec Chain Enforcement
Ceetrix makes AI coding agents accountable
Persistent specs. Enforced gates. Quality that compounds.
7 Gates Block Incomplete Work
Each gate must pass before the agent can mark work as "done"
PRD Coverage
Design must address all PRD requirements
Task Coverage
Every capability needs an implementing task
Test Coverage
Required test types must exist for each capability
Evidence Required
Tasks need files_changed and rationale proof
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
Connect
Install the MCP server. Works with Claude Code, Cursor, and other MCP clients.
Specify
Create a story with PRD and design. Define what success looks like before coding.
Enforce
Gates block incomplete work automatically. No more false completion signals.
Stop Playing Bug Whack-a-Mole
Add an enforcement layer. Make agents accountable.