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 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 Traceability
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: Specification Enforcement
Ceetrix enforces traceability from requirements to tested code
Code review tools catch bugs. Ceetrix catches gaps — missing requirements, untested capabilities, specs that drifted from implementation. Different layer, different problem.
13 Gates Block Incomplete Work
Each gate must pass before the agent can mark work as "done"
Test Strategy Exists
Agent must write a test strategy in the design before it can create implementation tasks
PRD → Design Links
Every PRD requirement must be referenced by at least one design section
Design → Task Links
Every design capability must have at least one task claiming to implement it
Test Task Existence
Capabilities that require tests must have test tasks assigned to them
Task Has a Plan
Agent must write an implementation plan before starting work
Completion Evidence
Agent must declare which files it changed and why before marking a task done
All Tasks Closed
Story cannot move to QA while any task is still open
Test Results Provided
Agent must report test results with zero failures before completing a test task
Content Quality (LLM)
An independent LLM evaluates whether the PRD and design meet a quality checklist
Strategy Matches Tasks
Test types promised in the strategy prose must have corresponding test tasks
Plan Addresses Design (LLM)
An LLM checks whether the task plan actually discusses the capabilities it claims to implement
Staleness Detection
Flags when upstream documents changed but downstream artifacts weren't reviewed
Design Content Matches PRD (LLM)
An LLM reads the design prose and checks whether it actually discusses the requirements it claims to cover
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
- ✓13 gates block completion without evidence
- ✓Specifications trace to design, tasks, and 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.
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."