Product Thinking Meets Engineering Discipline.

You decide what to build. The platform ensures it's built right.

$npm i @avesta-hq/prevention
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See it in action

The Agent That Can't Cut Corners

prevention — claude code
PREVENTION PRO tier
Feature : simple user authPhase : vision
27 skills · 7 gates · 8 phases
vision_approved
✗← start
plan_approved
✗
atdd_approved
✗
tdd_complete
✗
mutation_verified
✗
driver_complete
✗
review_approved
✗
Progress [······························] 0/7
Next: Define product vision → /avesta-vision
demo-app|master|Opus 4.6 (1M context)|
2%

The Problem

AI agents without discipline amplify chaos.

90%

of developers use AI tools, yet AI adoption shows a negative relationship with software delivery stability.

DORA State of DevOps Report 2025

Speed without discipline creates instability

AI generates code fast. Without architecture boundaries and tests, it amplifies bad patterns faster than ever.

Senior engineers are the bottleneck

Juniors wait for architecture decisions, code reviews, and mentorship. Knowledge is trapped in people, not systems.

Standards drift without enforcement

Written guidelines can't scale. The only standards that hold are the ones enforced structurally.

How It Works

From Spec to Production in Hours

Specialist agents orchestrate the full workflow. Gates enforced at every step.
$npm i @avesta-hq/prevention

The Workflow

1

Specify & Plan

Define features in problem-domain language. Example Mapping breaks specs into shippable increments.

2

Define Acceptance Tests

Gherkin scenarios readable by non-technical stakeholders — "done" is defined before code is written.

3

Implement with TDD

Red → Green → Refactor cycles producing Clean Architecture code, one test at a time.

4

Review & Verify

Automated code review, contract verification, and quality gates — all passed before merge.

5

Ship & Measure

Deploy with confidence. Elite DORA metrics tracked automatically from the workflow itself.

WHY PREVENTION

What You Get

Quality Built-In, Not Bolted On

  • Tests written before code
  • Architecture boundaries enforced during generation
  • Contracts verified before integration

0–15% failure rate vs industry average of 30–45%.

Democratised Engineering Excellence

  • Architecture decisions embedded in the workflow
  • Code review at staff-engineer level, in seconds
  • Juniors learn by building, not by waiting

Every developer ships like a senior from day one.

Elite DORA Metrics From Day One

  • Scope too large? The planner slices it
  • Feature taking too long? Nudged to ship what’s done
  • Metrics tracked automatically from the workflow

On-demand deployment, <1hr lead time, <1hr restore time.

The Shift

What Changes When You Use Prevention

Before

  • Weeks from idea to production
  • Quality bolted on after the fact — QA, review, monitoring
  • Knowledge trapped in senior engineers
  • Standards enforced by willpower, not systems

With Prevention

  • Hours from spec to production
  • Quality built in — tests, architecture, gates from the start
  • Knowledge embedded in the workflow
  • Standards enforced structurally — no shortcuts possible