AI change impact & root cause analysis
cut bugs before they hit prod
ProdE is your codebase’s senior dev brain. It shows the blast radius of every change, finds the real root cause fast, and pushes answers into Slack and Jira so you cut MTTR and ship safer releases. Deploy: Cloud or On‑prem
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What ProdE does for your team
Brian Glaser
Design Technology Director, WSB
Help
your
engineering team
<plan
better
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For Software Developers
Problem: When you use Cursor, Copilot, Windsurf, or Claude on a large repo, you waste time curating files and still risk regressions because they can’t see the full impact of a change across services.
Solution: ProdE builds a code-aware layer and runs change-impact analysis so your AI agents know exactly which services, APIs, and tables a change touches, helping you avoid regressions and get to root cause faster when tests or prod fail.
For Product Managers
Problem: To scope a feature or integration, you keep pinging Slack and blocking Jira tickets with “what does this touch?” and “how hard is this?” because you can’t see dependencies or impact from the code.
Solution: ProdE answers technical questions and shows which services, endpoints, and integrations are impacted, plus relevant tech debt and past incident context, so you can size work and sequence roadmap calls without interrupting devs.
For Engineering Managers
Problem: When senior devs are unavailable or leave, knowledge about legacy systems disappears and every Jira epic feels like a blind change with unknown blast radius and painful MTTR when incidents hit.
Solution: ProdE continuously maps architecture, dependencies from your repos, giving you per-change impact views and a shared knowledge layer so you approve work with less risk and cut mean time to recovery when things break.
How it works
Setup senior dev brain under 2 minutes
Eliminate knowledge gaps for 40% faster planning and delivery
Step-01
Securely connect your codebase
Securely link GitHub, GitLab, or Bitbucket. Your code is processed only to build the knowledge layer and is never used for any AI model training.
Step-02
Automatic knowledge extraction
ProdE analyzes code structure, maps dependencies across repos and services, and keeps technical documentation up to date.
Step-03
Instant access through your AI tools
Ask questions in web chat or Slack, enrich Jira tickets with RCA, or feed precise change-impact context into AI coding tools via MCP - without changing how your team works today.
Integrations
Connect via MCP to your tools
We support all major programming languages
Pricing
Simple pricing based on codebase size
Platform Support
Frequently Asked Questions
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