We turn your
ideasinto Claude Code ready specs.

Your PMs and Engineers make decisions, we do the grunt work.

ProdE standardizes planning across your org, grounded in your codebase, so agentic development actually works. From vague idea to agent-ready plan in an hour.

built with ProdE and Claude with
Trusted by the best teams
Surventrix Acelab USA Attentive AI DIRO Leena AI Spinny HData LimeChat
Mayank Kapoor

"ProdE is the only tool we've used that actually understands our codebase end to end. Engineers and PMs trust it, and it cuts through a lot of back and forth."

Mayank Kapoor · SVP, Leena AI YC S18
Project Flow · 20-second walkthrough Your SDLC, standardized. From idea to verified build.
IdeaIdea
Staff engineer quality specsSpecs
Agent-ready planPlan
Agent buildsBuild
Verified buildVerify
ProdE
> Plan an MCP server for our application
edge cases blockers dependencies risks
ProdE creates specs grounded in your codebase
Sprint 1 Sprint 2 Sprint 3 Sprint 4
ProdE breaks work into sprints agents can continuously run with
ProdE
ProdE hands agents specs they execute in one go
ProdE
ProdE reviews the build against the spec
Weeks of planning 1 hour of decision-making

Everything before coding begins

Every PM starts working like your best staff PM, every engineer like your best staff engineer.
01 For PMs, Engineering Leads

Living specs & collaborative PRDs

Eliminate spec drift
spec

Generate PRDs and requirements grounded in your codebase. Specs stay aligned as code evolves. Teams review, comment, and align in one place instead of scattered docs.

02 For Developers, Engineering Managers

Change impact analysis

See the blast radius before coding

See what a change touches before writing code. Cross-service dependency mapping surfaces affected endpoints, consumers, and edge cases. Self-serve "what breaks if we change X?" without pulling a senior engineer.

03 For New Hires, QA, Support

Context graph

Google Maps for your codebase

Automated code symbol intelligence maps every function, class, and API across your repos. Navigate complex systems with full context. Works on legacy codebases.

04 For Entire Engineering Org

Automated technical documentation

Docs that write themselves
</>

Auto-generated file-level docs, feature summaries, API reference, architecture diagrams, and glossary. Documentation that stays current because it's generated from code.

05 For PMs, QA, Support

Codebase chat

Multi-repo Q&A
> _

Ask anything about your system in plain English. Get answers grounded in actual code, across services, APIs, and data flows. Works on legacy codebases and complex architectures.

06 For Developers, DevOps

MCP server for coding agents

Guardrails + context for AI agents
PRD

Give Cursor, Claude Code, Copilot, and Windsurf direct access to your specs, requirements, and architectural context via MCP. Agents work from approved plans with clear boundaries, not guesswork.

Brad Clouser

"ProdE has the knowledge of a full stack developer. It really clarified the value of a knowledge layer that has access to both our frontend and backend codebases."

Brad Clouser · Head of Engineering, Acelab

How it works

Connect → Map → Execute

Connect

ProdE
  • Link GitHub, GitLab, Bitbucket, or Azure DevOps
  • Add Jira, Confluence, Slack, or Notion
  • 2-minute setup, zero configuration

Map

  • Builds a context graph across all your repos
  • Maps dependencies, APIs, and data flows across services
  • Understands your system end to end, in minutes

Execute

Spec Build Ship
  • Customer conversations to coding-agent-ready specs
  • Ask anything about your system in plain English
  • Give coding agents full context via MCP server

Integrations

Fits into your existing stack
Code Hosting
Planning & Collaboration
Coding Agents via MCP

Supported Programming Languages

TypeScript JavaScript Python Java Go Ruby C# Swift C++ Vue Kotlin Rust

Scale

50M+ lines of code across thousands of repos

Benchmark

+40% Outscored Claude Code by 40%, Google Code Wiki by 38%, and DeepWiki by 15% on codebase documentation See the open benchmark →

Security

Enterprise-grade, by default
  • No training on your code Enterprise API agreements with all LLM providers prohibit data retention and training
  • Two-tier envelope encryption Per-team encryption keys with AES-256
  • ISO 27001 certified Enterprise-grade compliance and audit readiness
  • Role-based access control Member, Admin, and Owner roles with granular permissions
  • Cloud or on-prem Deploy in your own infrastructure for full control
  • Answers without codebase access ProdE sits between your code and your people. Your team gets the answers they need without ever touching the repos.
Talk to us about on-prem
Case Study

Leena AI YC S18: Reported saving over 2450 hours in 3 months, ~40 microservices

Leena AI runs 40+ microservices with 5M+ lines of code across multiple repos. PMs spent days waiting for engineers to explain system behavior. ProdE changed that.

2-3 days waiting 15-30 min self-serve
Weeks to onboard Days to get productive
Hours debugging Minutes to trace root cause
PRDs based on assumptions Specs grounded in code
Read the case study

What teams are saying

Abhishek Tayal

"ProdE is essential for any high-growth product team. It helps us ship documentation in record time and provides high-level technical and UX insights that keep our team aligned."

Abhishek Tayal · VP Product, Leena AI YC S18
Andrew Walls

"You guys are killing it though, it's made my onboarding here 100X faster and same with working on tickets."

Andrew Walls · Software Engineer, Acelab
Nikhil Goyal

"ProdE has made implementation of tasks way easier and quicker for my team, removing unnecessary fluff and focusing on execution."

Nikhil Goyal · CTO, Surventrix
Vishal Gupta

"Our token cost crashed, the knowledge concentration problem is gone. Everybody's able to plan easily. We're using the codebase as a database now."

Vishal Gupta · Founder & CEO, DIRO

Pricing

Transparent pricing. Base infra + LLM compute.
Custom

Enterprise

Custom

On-prem + governance

  • Everything in Team
  • On-prem deployment
  • Audit logs & compliance
  • Dedicated support
  • Custom integrations
  • SLA & uptime guarantees
Talk to sales

FAQ

Do you train on our code?

No. Your code is never used to train any models. ProdE has read-only access to your codebase. It never writes or modifies code. All data is encrypted with per-team keys using two-tier envelope encryption. ProdE is ISO 27001:2022 certified.

Does everyone on the team need access to our codebase?

No. ProdE sits between your codebase and your people. Team members get the answers they need without ever touching the code, so you don't hand out repo access just so people can get answers from agents.

Can ProdE run on-prem?

Yes. ProdE offers cloud and on-prem deployment, so your code intelligence can live entirely inside your own environment.

How does ProdE relate to Jira, Linear, or ClickUp?

Software delivery has outgrown task lists. Your ticketing tool tracks work items; ProdE grounds those work items in what your system actually does. It's a system-aware planning layer that understands your codebase, maps dependencies across services, and keeps specs aligned with reality as code evolves. They work together. ProdE connects to Jira and Confluence, and adds the codebase intelligence those tools were never designed to have.

Does ProdE write or modify our code?

No. ProdE has strictly read-only access. It analyzes, indexes, and maps your codebase to provide intelligence, but it never pushes commits, opens PRs, or changes a single line of code. It's an understanding layer, not an execution layer.

Does it work for multi-repo and microservices?

Yes, this is the core use case. ProdE builds a knowledge graph across all your repositories, including legacy codebases, mapping cross-service dependencies, APIs, and data flows. Teams with 40+ microservices and 5M+ lines of code use ProdE daily.

Which git providers and languages does ProdE support?

ProdE works with GitHub, GitLab, Bitbucket, and Azure DevOps, and supports all major programming languages. It also connects to Jira, Confluence, Slack, and Notion.

How does ProdE keep codebase documentation up to date?

Automatically. ProdE re-indexes as your code changes and keeps its documentation and knowledge graph current, no human intervention needed. Answers and specs reflect the codebase as it is today, not as it was last quarter.

How does it work with Cursor, Claude Code, Copilot, and Windsurf?

ProdE runs an MCP server that gives coding agents direct access to your specs, requirements, architectural context, guardrails, and planning artifacts. Instead of guessing from file contents alone, agents work from approved plans with full system context: what exists, what's changing, and what the boundaries are.

How does ProdE fit spec-driven development and tools like GitHub Spec Kit?

Spec-driven development works when the spec is grounded in your actual system. ProdE owns the layer before the coding agent: it researches your codebase, surfaces the decisions only a human can make, and produces agent-ready specs you can hand to any agent or spec-driven workflow.

Will ProdE reduce our token costs?

Rework is the expensive part of agentic development, in time and tokens. When agents work from approved, complete specs instead of guessing, iterations drop. As DIRO's CEO put it: 'Our token cost crashed.'

Can non-technical team members use it?

Absolutely. PMs and leadership can ask questions about the system in plain English, generate specs, and review change impact, all without reading code. That's the whole point: unblock product teams from depending on senior engineers for every question about how the system works.

Can ProdE help with M&A due diligence?

Yes. ProdE maps your entire codebase into a knowledge graph with cross-service dependencies, API surfaces, and architecture diagrams. Teams use it to assess technical debt, understand system boundaries, and get a clear picture of what they're acquiring or integrating.

How long does setup take?

About 2 minutes. Connect your repos via OAuth, and ProdE auto-detects your languages, builds the knowledge graph, and indexes your codebase. No infrastructure to manage, no agents to install.

Ready to see ProdE on your codebase?

Setup in 2 minutes. See results on your own repos.