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Marlin puts your codebase in context — so your teams stop decoding what exists and start building what's next
Get In TouchBy interpreting code, architecture and data flows, Marlin creates a shared, living view of how strategic intent translates into real outcomes.
Full visibility of what you have, how it’s structured, and where the risk sits — before you make your next move.
From architectural decisions to new feature delivery, Marlin grounds every action in what’s actually true about your codebase.
Marlin understands your architecture, your patterns, your constraints — giving your AI the verified, enterprise-specific context it needs to act with precision.
12 hrs
Legacy codebase reviewed and architecture documented. No guesswork, just clarity.
<2 wks
6 months of backlog cleared. Team unblocked, delivery back on track.
Marlin isn’t built for clear, open water. It’s built for depth — navigating complexity at speed, finding signal in environments that would disorient anything less capable.
That’s the same challenge facing most engineering teams. Not a blank canvas, but a living, layered codebase with years of decisions baked in. Marlin is built for that reality.
Marlin surfaces the structure, context and clarity your teams need — in the codebase you actually have, not the one you wish you’d built.
Marlin doesn’t just search your code. It understands it — mapping symbols, relationships and dependencies at ingestion so every answer is grounded in the full picture.
Marlin actively works through your codebase to find answers — the way a senior engineer would, not a search engine.
Upload your PRDs, design specs and engineering standards. Marlin injects them into every output, so results reflect your business context, not just your code.
Fully integrated with GitHub. Sync your codebase in, and optionally push generated documentation straight back to the repo — keeping everything in the tools your engineers already use.
1 month
30+ years of legacy modernised. Microservices stood up, integrations untangled, delivery unblocked.
18 months
Embedded payments capability delivered. No surprises.
1
Marlin ingests your code, docs, diagrams and architecture artefacts — transforming them into a dynamic, queryable intelligence index. The foundation everything else is built on.
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A rules-driven engine assembles the right context for every task — selecting the right model for the job, whether that's architectural insight, code generation or documentation. No guesswork, no generic outputs.
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Marlin executes safely via pull requests only — branch, test, review, refine. Your team stays in control throughout, until agentic development becomes business as usual.