>The Wedge
Fixed Price / 3 WeeksThe "Rescue & Stabilize" Sprint
You used AI tools to ship fast. It worked, until it didn't. Now you have a specific service or integration that keeps failing, dropping data, or waking your lead engineer up at 2 AM. Give us 3 weeks to fix it.
>The Deliverable
From Chaos to Stability
We take your chaotic, AI-generated spaghetti code and subject it to rigorous architectural standards. We don't just "fix the bug"—we refactor the core logic so the bug never returns.
- Integration Tests: We wrap the fragile code in a robust test suite before modifying it to ensure no regressions.
- Core Refactor: We untangle the logic generated by LLMs that lacks human intuition or defensive bounds.
- CI/CD Pipelines: We set up proper deployment boundaries so your team can deploy safely in the future.
>Why this engagement?
It's a low-risk trial of our competence.
We know that offloading an entire system is a high-trust decision. The Rescue Sprint is designed to be the ultimate proof of work. For a fixed price and a strict 3-week timeline, we come in, solve your most painful immediate problem, and hand back a documented, working system. If we succeed, we are no longer a risky vendor; we are the saviors who fixed your worst problem.
What's broken right now?
Tell us what microservice is keeping you up at night. We'll tell you if it's a fit for a Rescue Sprint.
>The Process
Our stabilization process is systematic. First, we establish a baseline by wrapping the existing service in end-to-end integration tests. This allows us to refactor with total confidence. Next, we eliminate the specific "hallucinated" logic patterns often introduced by LLMs—such as improper error propagation, missing boundary checks, or sequential API calls where parallelization is needed.
Finally, we hand back a clean, documented, and tested codebase. We don't just solve the symptom; we fix the architectural root cause. Your team will receive a post-sprint briefing explaining exactly what was changed and how to maintain the new, higher standard of stability going forward.