Railo
Auto-writes the security Fix PR. Not just the alert.
Details
- External ID
- 1245858
- Source
- PH
- Company
- —
- Product
- Railo
- Website domain
- producthunt.com
- Launched
- Sept. 12, 2026
- Cohort
- —
- Upvotes
- 1
- Upvotes percentile
- 0.30815693820825313
- Tags
- Developer Tools, GitHub, Security
- Fetched at
- Sept. 14, 2026, 1:01 a.m.
- Updated at
- Sept. 14, 2026, 1:01 a.m.
Description
Security scanners find bugs. Your team still has to fix them. Railo closes that gap; it takes your open findings and automatically opens deterministic, test-passing Fix PRs for Python and TypeScript. No LLMs. No hallucinations. Deterministic AST engine + Z3 formal verification proves the exploit path is eliminated before any PR is created. Already patched HTTPie (34k★) and BentoML (9k★) in production. Free plan · Pro $49/mo · Team $199/mo
Enrichment
- Theme
- security exploits and system hacking tools
- Vertical
- Security
- Function
- Workflow automation
- Audience
- B2B
- AI stance
- AI feature
- Project type
- Commercial product
- Normalized one-liner
- auto-generate security fix pull requests
- Manually corrected
- False
Could you build this?
No Deterministic vulnerability remediation using abstract syntax tree (AST) manipulation and Z3 formal verification requires advanced compiler engineering and formal methods expertise that cannot be vibe-coded.
What it would actually take: The core engine must be written in a systems or functional language (such as Rust or OCaml) featuring custom parsers and AST transformers (like Tree-sitter or Babel/libcst) for TypeScript and Python. It requires translating control-flow and data-flow graphs into logical formulas submitted to the Z3 SMT solver to mathematically prove that the exploit path is blocked without breaking program semantics. Building this demands deep academic and practical knowledge of program analysis, type systems, abstract interpretation, and formal verification.
Competitors
Other products that read as similar to this one — 39 launches clear the similarity bar, closest 8 shown.
Attention rank: #26 of 40 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 277 days after the earliest competitor.
- Cooper&Wright · ph · 2026-09-14 · 1 upvotes · similarity 0.45
- Repairo · ph · 2026-09-22 · 1 upvotes · similarity 0.42
- CommitGate · hn · 2026-06-21 · 5 upvotes · similarity 0.37
- Vibecheck · hn · 2026-03-16 · 7 upvotes · similarity 0.37
- ScanMySaaS · ph · 2026-09-07 · 7 upvotes · similarity 0.37
- Shipcheck · ph · 2026-09-26 · 2 upvotes · similarity 0.35
- Mo · hn · 2026-04-07 · 10 upvotes · similarity 0.35
- Sighthound · hn · 2026-07-09 · 19 upvotes · similarity 0.35
Other launches for this product
- No other launches for this product.
Same idea, different domain
Nobody's really built a workflow automation tool for Real estate yet.