AI tools for engineering teams & marketing agencies
CrocoNile Software builds AI tools that hold real engineering work to your team's real standards — written once, checked automatically, on every pull request. Not a generic linter's opinion.
Products
Three tools are live today: ArchBot and ArchMapApp for engineering teams, and RAKH for marketing agencies. The rest are early, and listed here honestly as work in progress rather than announced launches.
GitHub App · Pull request review
Reviews every pull request against your team's own architecture rules, written once in a plain markdown file. Flags violations inline, on the exact line, with a concrete suggested fix — installed as a scoped GitHub App, never a shared credential.
GitHub App · Living architecture docs
An automated, polyglot architecture engine that keeps your system documentation in sync with your code. Parses Python, TypeScript, Go, Rust, Java, C#, C++, and more via Tree-sitter, and updates a living ARCHITECTURE.md with C4 diagrams on every push — plus answers architecture questions directly in your GitHub issues when you mention @archmap.
AI marketing reports for agencies
Turn messy ad exports into polished, branded client reports in minutes. Built for agencies managing Meta, Google, and TikTok Ads — with full English and Arabic support.
Security-aware change review
Flags security-relevant changes — auth, secrets, permissions, data access — before a human reviewer sees the PR, and explains the blast radius of the change in plain language.
Architecture drift detection
Notices when a codebase quietly drifts from its own documented architecture over months of small decisions, and reports exactly where it happened.
RAKH · for digital marketing agencies
Turn messy ad exports into polished, branded client reports in minutes. Built for agencies managing Meta, Google, and TikTok Ads — with full English and Arabic support.
Campaigns generated 44,516 impressions and a blended ROAS of 4.7x this period, with spend concentrated in the Dubai Marina lookalike audience...
حققت الحملات 44,516 ظهور وعائدًا على الإنفاق الإعلاني بلغ 4.7x خلال هذه الفترة، مع تركّز الإنفاق على جمهور مشابه في دبي مارينا...
Drop in the CSV exported from Meta, Google or TikTok Ads — columns like amount spent, clicks, result type and conversion value are read for you.
Metrics such as CTR and ROAS are calculated and turned into a written performance summary.
Get a polished, white-label report in English or Arabic, ready for your client.
RAKH plans
See what each plan includes on the RAKH website.
Compare RAKH plansApproach
Every tool reads standards your team actually wrote, instead of shipping one opinionated ruleset for everyone.
Access is scoped and revocable through GitHub's own permissions. Nothing is shared beyond what you explicitly grant.
Every review is recorded and visible on a dashboard, so nothing depends on someone remembering to look.
Get started
Installing starts a 14-day free trial with a 2,000,000-token allowance. No sign-up form is needed.
Choose your account or organization and select the repositories each app can access. Organization installs need an owner’s approval.
Add .architecture-rules.md to the root of your repository — plain English, one rule per item, specific and checkable.
ArchBot reviews the added lines, ArchMapApp refreshes ARCHITECTURE.md, and your dashboard records every review.
Supported languages include:
Sign in with GitHub to see your plan status, token balance, monthly usage, usage by app over 30 days, recent activity and billing options.
Install ArchBot or ArchMapApp in minutes, or build your next agency report with RAKH.