Legacy Remediation
We jump into messy codebases, map dependencies, and fix root issues so you can ship with confidence again.
Fix Legacy Debt.
Integrate Real AI.
Principal engineering that owns technical debt and builds production AI infrastructure. Direct access to the architect on every project — 7+ years in the trenches.
Book a 4-Hour Discovery Sprint7+
Years in Production
50+
Codebases Rescued
100%
Principal-Led
4hr
Discovery Sprint
Why Turgolabs?
I started Turgolabs because I grew tired of watching great teams get throttled by legacy debt and hollow AI promises. After 7+ years owning production codebases end-to-end, I built a focused lab that does the heavy lifting: fixing what is broken, integrating what is smart, and staying out of the way so you can ship.
Solutions
Applied AI Integration
Production-grade RAG pipelines and custom tools that turn your documentation into actionable intelligence.
Adaptive Capacity
Senior engineering on-demand — unblock your roadmap without the friction of traditional agency layers.
Technical Debt Recovery
Strategic refactoring that stops the 'slow crawl' and prepares your stack for modern scale.
How We Work
01
Discovery Sprint
4-hour deep dive into your biggest bottleneck. You get a technical roadmap or working fix—no fluff.
02
Scope & Commit
Clear deliverables, fixed timeline, transparent pricing. We agree on outcomes before code is written.
03
Execute & Ship
Principal-led execution with async updates. You stay informed without the meeting overhead.
04
Handoff & Support
Clean documentation, knowledge transfer, and 30-day support window post-delivery.
Trust is earned in the code.
We start with a 4-hour deep dive into your toughest bottleneck— whether it's a legacy mess or an AI feasibility test. You get a technical roadmap or a production-ready fix on the spot. It's the fastest way to see how we work before committing to a project.
Technical Expertise
Full-stack capability across modern infrastructure
TypeScript / Node.jsReact / Next.jsPython / FastAPIPostgreSQL / RedisAWS / GCP / VercelLangChain / OpenAIRAG PipelinesCI/CD & DevOps
Senior execution. Direct accountability.
Turgolabs is a focused engineering lab. You work one-on-one with the Principal Engineer who owns the full stack — from UI to API orchestration — with 7+ years of production experience. No layers. No hand-offs.
Frequently Asked Questions
What's included in the Discovery Sprint?
A 4-hour working session where we tackle your most pressing technical challenge. You'll leave with either a production-ready fix or a detailed technical roadmap with clear next steps.
How is Turgolabs different from an agency?
No layers. No account managers. No junior devs learning on your dime. You work directly with the Principal Engineer who owns the entire delivery.
What types of projects do you take on?
Legacy system remediation, AI/ML integration (especially RAG and LLM tooling), technical debt paydown, and senior engineering capacity for complex initiatives.
How do you handle pricing?
Discovery Sprints are fixed-price. Larger engagements are scoped with clear deliverables and priced accordingly—no hourly billing surprises.
What's your availability?
Intake is currently active. Typical engagement start is within 1-2 weeks of signed scope. Check the status indicator for real-time availability.
Ready to ship with confidence?
Start with a Discovery Sprint. Get a technical roadmap or working fix in 4 hours.
Book a Discovery Sprint