AI Development Suite — End-to-end automation from planning to production

Cut Development Lead Time
by 80%

Bug recurrence -90% · Dev effort -70% · Ship velocity +5x.
5 products automate planning, implementation, testing, fixing, and analytics end-to-end.

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-80%

Development Lead Time

Shorter planning-to-release cycle

-90%

Bug Recurrence Rate

AI auto-fix × test automation

-70%

Engineering Effort

PRD generation, reviews & analytics automated

+5x

Ship Velocity

35 tickets in 17 hrs (actual result)

※ Based on actual results: Purple Codens completed 35 tickets (est. 1–2 person-months) in 16h 45m on 2026-04-20. Final numbers subject to CEO review.

Used in production by

Portament, Inc.

·5 projects running in parallel
·Business members peer-review requirements in Green / Red Codens and file tickets directly
·Purple Codens executes implementations immediately, so business doesn't wait for engineers
·Even when requirements aren't fully nailed down, the team ships and refines from the working result
·When AI gets stuck, the engineer takes over using MCP to inspect details and implement directly

4 people

3 business + 1 engineer

1.5 months

All 5 projects shipped

1,000+

Total PRs merged

Widsley, Inc.

·High-complexity project including networking layer, run with 1 PM-engineer + 2 QA engineers
·QA tests with detailed repro steps and files bugs into Red Codens with full context
·Red Codens analyzes logs to localize the issue, Purple takes the fix through implementation
·PM aligns with business, drafts PRDs in Green Codens, then routes to Purple for implementation
·When the AI flow stalls, the engineer drops in via MCP and finishes manually with full context

3 people

1 PM-eng + 2 QA

3 months

Shipped to release

High difficulty

Includes networking

Codens Suite Architecture

5 products working together to automate the entire dev lifecycle

Yellow Codens — Global Monitoring & Activity Analytics Layer

Auto-aggregates GitHub/Notion activity & evaluates signals

Green Codens

PRD Generation & Requirements

Structures business requests

PRD

Purple Codens

Dev Orchestration

AI automates implementation & review

Error detected

Fix PR

Red Codens

Auto Fix & PR Creation

Bug info / PR URL

Blue Codens

Test Automation & Bug Analysis

Data flow

Yellow monitoring layer

Purple Codens

Notion tasks → auto-implementation → PR creation. Dev orchestration engine.

Green Codens

AI converts business requests into structured PRDs. Bi-directional Notion sync.

Red Codens

Detects errors and creates fix PRs in under 3 minutes. 92% success rate.

Blue Codens

AI-powered test generation, E2E automation, and bug analysis.

Yellow Codens

Auto-aggregates GitHub/Notion activity. Visualizes team productivity.

Codens Family Products

Use standalone or as an integrated suite — your choice

AI Auto Code Fixer

Detect errors and auto-create fix PRs

Real-time error detection via webhooks
AI analyzes entire codebase for root cause
Up to 3 retries on test failure for higher accuracy
Auto GitHub PR creation + Slack notifications

3-min fix 92% success

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AI QA Automation Platform

Quality and efficiency through test automation

Auto-generate test cases from specs or code
Generate Playwright E2E tests from natural language
AI-powered test failure analysis and auto bug reports
Integrates with Red Codens for end-to-end auto-fix

E2E Automation Bug Analysis

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AI PRD Creator & Manager

Bridge business and development

AI transforms free-form text into structured PRDs
Custom template support
Built-in review and approval workflows
Bi-directional Notion/GitHub sync

PRD Generation Notion Sync

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AI Engineering Activity Ledger

Visualize engineering activities

Auto-aggregate activities from GitHub/Notion
Evaluate Flow/Speed, Quality, and Proactive impact
Role-based dashboards for devs, leads, and managers
AI-powered risk detection and quality gates

Auto Aggregation Dashboards

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Purple Codens

AI Development Orchestration

From Notion task to PR — fully automated

Detects Notion tasks and dispatches AI engineers automatically
Autonomously implements code, runs tests, and iterates to completion
Auto-creates GitHub PRs + real-time Slack notifications
Proven: 35 tickets (est. 1–2 person-months) completed in 16h 45m

Auto-Implement PR Creation +5x Speed

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How Codens Compares

Only Codens Suite automates the entire development lifecycle end-to-end

Feature / Capability	Codens Suite Us — full platform	GitHub Copilot Code completion	Devin / Cursor AI Agents	Point Tools Sentry / Linear etc.	Manual Traditional dev
Auto error detection & fixing	✓ 3 min · 92% success	△ Manual trigger	△ Partial	△ Detection only	✗ Manual
Automated test case generation	✓ Spec & code aware	△ Completion only	△ Partial	✗	✗
E2E test execution	✓ Playwright native	✗	△ Limited	△ Separate tool needed	✗
PRD generation & management	✓ With Notion sync	✗	✗	✗	✗
Engineering activity analytics	✓ All signals auto-aggregated	✗	✗	△ Partial	✗
End-to-end automation	✓ 5 products connected	✗	△ Code-level only	✗ Siloed	✗
Lead time reduction	-80%	-10–15%	-15–20%	-5–10%	Baseline

✓ Supported / △ Partial / ✗ Not supported

For Enterprise · NEW From ¥1,000,000 / month

Onboarding Support Plan — ride-along rollout

A dedicated Codens team rides alongside your engineers for the first 3–6 months of rollout: PRD authoring, workflow design, continuous AI instruction tuning, internal AI governance docs, and weekly reviews. Best for large-scale deployments or teams new to AI-driven development who want the fastest path to measurable results.

Dedicated team Weekly reviews Prompt / workflow tuning AI governance rollout 3-month minimum term

Talk to onboarding See pricing details

Common concerns, and how Codens answers them

"What if AI breaks production?" — here's the safety stack underneath.

Does the AI merge code directly to main?

Configurable per workflow: human-gated merge (default) or auto-merge. By default, Codens only opens GitHub PRs and main stays untouched until you click merge. For low-risk projects or sandbox environments, you can opt into auto-merge — and even then, CI and the verify chain (implement → test → fix, up to 3 retries) must pass before anything lands.

Can the AI burn through credits in a runaway loop?

Per-task credit spend is tracked in the Billing Control Plane and visible in your dashboard in real time. The fix_verify loop has per-model retry caps (Claude family 3, Qwen family 6, others 5) as defaults, so infinite loops are structurally prevented. Project-level monthly caps are also configurable.

Will I lose visibility into what the AI is doing?

Purple Codens workflow execution logs record every step the AI ran (analyze, implement, verify, retry, escalation, merge decision) in chronological order. You can see which model did what in what order, and where it switched paths. PR diffs themselves remain reviewable and commentable on GitHub as usual, so the code-change side is visible through your normal review flow.

Will the AI produce code that violates our domain rules?

Drop CLAUDE.md / .claude/rules/ into your repo and Codens always loads them into the prompt. On top of that, mechanically-checkable rules (naming conventions, import order, banned API calls) get blocked deterministically by a layer that sits after AI output and before any merge. The model's judgment isn't the only gate.

Do credentials or production data get fed to the AI directly?

API keys and database connection strings live in AWS Secrets Manager and are accessed only through per-task IAM Roles. Plaintext credentials never reach the model. Destructive production-DB operations (DROP / TRUNCATE / bulk DELETE) are blocked at the workflow layer unless explicitly authorized.

If the AI does break something, can we roll back?

Every change exists as a GitHub PR / commit, so a normal git revert restores the prior state. During the 14-day free trial you can run Codens against a sandbox repo first and expand its scope gradually. For enterprise onboarding, our CSM helps you scope the first project narrowly before widening the surface.

Deeper docs: help.codens.ai/en covers security and operations details.

Cut Development Lead Time
by 80%

Codens Suite — Understand in 1 Minute

Codens Suite Architecture