Ship without wondering what will break next
We help founders turn fragile vibe-coded prototypes into dependable products they can change, scale, and ship with confidence.
Product engineering
Delivery scope
Security
Attack surface · dependencies · configuration
Architecture
Boundaries · business rules · data
Code quality
Clear responsibilities · maintainable code
Infrastructure
Tests · telemetry · releases · recovery
Assess
Complete
Verify
From promising prototype to finished product
A complete interface does not mean a production-ready system.
You’ve turned your idea into a working website or app. Now you need it finished to a professional standard.
It looks close to finished, but important workflows may be incomplete, changes introduce new problems, and you’re unsure whether the foundations can support real use. Individual fixes accumulate while underlying design and structure issues remain unresolved.
We assess what you’ve built, preserve what works, complete what’s missing, and strengthen the engineering across the product. The goal is a product you can launch, put in customers’ hands, and continue developing.
Production Engineering
Finish the product. Build on solid foundations.
We address underlying design and structure issues across the system: consolidating duplicated logic, enforcing essential business rules, preventing invalid states where possible, and replacing fallbacks that conceal defects with explicit failure handling.
A clear definition of finished
We agree the requirements for your next release, implement the scoped work, and verify the result. You receive a professionally engineered product with documented workflows, operating instructions, and clear remaining limitations.
Finish the product
Complete the features, integrations, and user journeys that stand between your prototype and a usable product.
Make it dependable
Resolve structural weaknesses, enforce consistent business rules, and verify how the product handles permissions, data, and failures.
Prepare it for launch
Establish the deployment, monitoring, and recovery procedures needed to operate the product, then verify it against agreed release requirements.
Make future development manageable
Simplify complex code, consolidate duplicated logic, and document key decisions so the next feature builds on clear foundations.
A clear path to a finished product
A project review establishes the starting point. We then agree the implementation scope and the requirements the finished product must meet.
01
Assess the system
Review the architecture, codebase, infrastructure, and critical user journeys. Receive prioritized findings and an implementation plan with clear acceptance criteria.
02
Complete the agreed work
Preserve what works, complete missing capabilities, and resolve design and structure issues. Receive implemented changes supported by focused tests.
03
Verify and hand over
Validate critical workflows, access controls, and release procedures. Receive verification results, operating documentation, and a record of remaining limitations.
Fix Your Vibe Code
Resolve a specific technical blocker
For a specific technical issue, we offer focused diagnosis and remediation of defects, incomplete features, or unreliable components, supported by targeted regression tests.
Best for a launched or nearly launched product where a specific bug, feature, or fragile subsystem has stalled progress.
Request a project reviewReproduce the failure and identify the actual cause.
Refactor the risky area without forcing an unnecessary rewrite.
Complete the bug fix or feature that AI coding tools cannot land reliably.
Add focused regression protection around the repaired behavior.
Clean up build, dependency, and release blockers that keep returning.
Code Quality for AI Development
Improve code quality for improved AI performance
Give AI coding tools a codebase with clearer rules and boundaries. We remove duplication, simplify fragile logic, and protect critical behavior so proposed changes are easier to understand and verify.
Best for a working product where AI-assisted changes repeatedly create regressions or require extensive cleanup.
Request a project reviewIdentify the code paths and dependencies that make changes unpredictable.
Consolidate duplicated business rules into a clear source of truth.
Define module boundaries and enforce essential invariants.
Replace fallbacks that conceal defects with explicit failure handling.
Add focused checks around the behavior that must remain stable.
Project Setup for Coding Agents
Organize the project for smoother agent work
Make the repository easier for coding agents to navigate and change. We organize the project map, instructions, decisions, and verification steps around how the product actually works.
Best for a team that uses coding agents regularly but loses time to missing context, repeated investigation, or changes outside the requested scope.
Request a project reviewMap the product, key modules, and ownership of important rules.
Document user flows, system contracts, and product decisions.
Put clear project instructions where agents can find and apply them.
Define bounded tasks with acceptance criteria and relevant checks.
Create a repeatable handoff for reviewing and continuing agent work.
Take the next step toward a finished product
Bring us what you’ve built and tell us what finished needs to look like. We’ll help define the work needed for a professional, production-ready product. Start with your product and next milestone; repository access comes after we confirm fit.