// Vibe Coding Agency: full-service software & AI
Vibe coding. Agentic development. Software that ships.
Vibe Coding Agency is a full-service software development agency for the AI era. We ship production systems with vibe coding and agentic coding, with AI agents that plan, write, review, and deploy real code under senior engineering supervision, so you get working software in hours, not weeks. From AI-native products and LLM infrastructure to enterprise integrations, you talk directly to the people writing the code. No account managers, no handoffs, no forty-page decks.
Pre-launch, scaling, or modernizing a legacy stack? We slot in as senior engineering capacity. No long contract. Book a free 15-minute call with an NVIDIA-certified engineer.
Andrew White, founder · GitHub
Senior-led, specialist-backed · Last updated: September 2026
UltraWork : our flagship AI workspace, live and maintained.
Rust & CUDA in production : performance work, not slide decks.
Four NVIDIA certifications , independent and self-studied.
What we do
Selected engagements
Investment research · 2026 · in progress
AI research copilot
RAG pipeline over earnings-call transcripts and SEC filings with cited answers and human review gates. 4-week pilot scoped at $8,500, with an optional $1,999/mo expansion retainer.
AI infrastructure · 2025–2026
Production LLM gateway + cost controls
Multi-model gateway on TensorZero and Fly.io with per-function budgets, an eval harness, and latency SLOs. Swap model providers without code changes.
AI strategy · 2025–2026
AI roadmap for a seed-stage SaaS
Discovery workshop, use-case scoring, and a 90-day pilot plan with a $15k budget and clear go/no-go criteria.
Client names and commercial outcomes stay under NDA. Full case studies; references available after an intro call.
Selected work
$ cargo bench -- cache
→ sub-millisecond retrieval
VCA Inference Cache
High-performance key-value cache for LLM inference, built for throughput and low latency.
Client engagement · details on request
$ apollo --launch
→ 60 fps, real yaAGC guidance
Apollo Mission Simulator
Browser-native 3D Apollo command module running the real guidance computer and Keplerian orbital mechanics.
Open source
$ merlin route --prompt "..."
→ model picked in ms, cost down 40%
Merlin LLM Router
Multi-provider LLM router with reinforcement-learning-based model selection.
Open source
$ ls atlas/ | wc -l
→ 16 curated repos
Enterprise AI Atlas
Vendor-neutral catalog of canonical enterprise-AI resources: agentic skills, MCP servers, RAG, vector DBs.
Open source
Latest note
Fast, reproducible CI/CD pipelines
How we get builds measured in minutes, and why slow pipelines quietly kill momentum.
Have something worth building?
Tell us what you’re working on. A senior engineer reads every message and replies within one business day.
hello@vibecodingagency.com
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