The only AI reviewer
that finds the
bugs that ship.
PRFlow indexes your codebase, traces cross-file dependencies, and produces a structured security review in under 3 minutes — automatically on every PR.
Under 5 min setup · No CI/CD config · Works on every PR
Architected for the complexity of real codebases.
Semantic Codebase Memory
Indexes cross-repo dependencies and internal patterns. Knows your codebase before it reads the PR.
Persistent Learning
Corrects itself based on your team's feedback. Remembers the correction forever and applies it globally.
Smart Context Extraction
Sends the LLM exactly the right context — the changed function + its cross-file dependencies. Not the whole file, not just the diff.
Security-First Review
XSS, SSRF, SQLi, auth bypass, race conditions — caught by tracing how code flows across files, not just lines changed.
Single-Pass Review
Reads the whole PR once. Produces the complete structured review — score, issues, strengths, fixes — in 1–3 minutes.
Conversational Follow-up
Reply to any PRFlow comment in your PR thread. It responds with full review context. Your corrections improve future reviews.
How the agent works
Request to resolution · 1–3 minutes
Webhook Received
PR opened or updated → HMAC-SHA256 validated webhook triggers within 1 second. Acknowledgment comment posts before any developer waits.
File Classification
Every changed file is categorized: source code, config, generated, binary. Auto-generated files (lockfiles, migrations) are skipped automatically.
Scope Extraction
For 8 languages (Python, TS, JS, Go, Java, Rust, C#, Ruby), PRFlow identifies the exact function or class boundary that changed — not the whole file.
Cross-File Enrichment
When a changed function calls code in another file, PRFlow includes those referenced functions. Catches XSS that spans 3 files in a single PR.
Memory Retrieval
Qdrant vector DB queried for past review feedback, team corrections, and coding standards. Reviews improve on every repo over time.
Review Posted
Score + walkthrough + issues by file + severity + code fix suggestions injected directly as inline GitHub PR comments. Complete in 1–3 minutes.
One tool looked.
One tool saw.
10 real pull requests. 3 open-source repos. 4 languages. All reviews live on GitHub — click any PR link to read the actual output, unedited.
Every number below is publicly verifiable.
"Actionable comments posted: 0" — a security PR that should flag validation gaps.
Auth bypass via broad exception handling, missing installation_id validation, unsafe nested metadata access, and 4 more.
↗ Read the full review on GitHub| PR | Stack | PRFlow | Competitor | Issues | Result |
|---|---|---|---|---|---|
| discourse #2XSS + SSRF security review | Ruby, JS | 5/5 | 2/5 | 14 vs 0 | WIN |
| sentry #8Auth validation security fix | Python, TS | 5/5 | 2/5 | 7 vs 0 | WIN |
| discourse #3Category editing — honest draw | Ruby, Ember | 4/5 | 4/5 | 17 vs 26 | DRAW |
| sentry #5Pagination — auth bypass found | Python | 4/5 | 3/5 | 7 vs 1 | WIN |
| + 6 more PRsFull benchmark on GitHub | Multiple | avg 4.3 | avg 2.5 | ~7.7/PR vs ~2.3 | WIN |
Engineered for depth.
Why PRFlow was built for seniors, not just juniors.
| Feature | PRFlow | CodeRabbit | Greptile | Qodo |
|---|---|---|---|---|
| Cross-file security detection | ||||
| Learns from feedback | limited | |||
| Function-level scope extraction | ||||
| Verified public benchmark | ||||
| Visual dependency graphs (Mermaid) | roadmap | |||
| GitHub-only (focused) | GH + GL + ADO | GH + GL | GH + GL |
Where we win.
Where we don't.
10 benchmarked PRs. The unedited picture — including where we lost.
Where PRFlow leads
Security detection across files
XSS, SSRF, auth bypass, race conditions found by tracing how data flows across the whole PR — not isolated diff lines.
Memory and learning
Stores your team's corrections and coding preferences, applies them automatically to future reviews on the same repo.
Verified public benchmark
4.3 vs 2.5 rating — 10 real PRs, all reviews publicly readable on GitHub. Every number is verifiable.
Where we fall short
No Mermaid dependency graphs
9 of 10 benchmark evaluators requested visual dependency maps. CodeRabbit does this. We don't yet — it's on our roadmap.
PR description not in review context
We focus on the code. Not including author intent causes occasional false positives on intentional design decisions.
GitHub only — no IDE plugin
PRFlow works in GitHub PRs only today. No VS Code or JetBrains extension.
Ship better code
in 5 minutes.
No GitHub Actions. No config files. No CI/CD changes.
Create account at platform.graphbit.ai
Install PRFlow from GitHub Marketplace - select repos
Open any PR — review posts in under 3 minutes
PAY FOR REVIEWS,
NOT SEATS.
PRFlow uses Graphbit Coins. Buy what you need, use across any repo — no per-seat subscription that scales with headcount.
Tier 01: Core
For high-growth engineering squads
- All Graphbit Marketplace agents
- All templates + free cloud tracing
- Usage dashboard
Tier 02: Elite
Mission-critical for scaling orgs
- Everything in Core, plus:
- Priority queue processing
- Higher API rate limits + advanced agents
- Early access to beta features
Frequently asked questions
Your next PR.
Reviewed in 3 minutes.
Install PRFlow on GitHub, connect your repo, and open any pull request. The first review posts before you finish reading this sentence.
Enterprise ready · SOC2 · Git-native · No CC required