Recent engineering work.
A look at the kind of problems we take on — hardening AI-assisted apps before they scale, migrating slow legacy sites to modern stacks, and building automation that runs without supervision. Each case study below breaks down the approach, not just the result.
Real Systems. Measurable Impact.
See how we transform vibe-coded AI prototypes into hardened, high-performing enterprise platforms for growing software agencies and venture-backed startups.
Hardening a Cursor-Built Fintech App Before $2.5M Seed Round
Audited a rapidly built AI-assisted Next.js fintech dashboard. Uncovered and remediated 14 critical vulnerabilities including API key leaks, missing rate limiters, and JWT auth bypasses.
Autonomous Lead Enrichment & Content Pipeline with n8n
Architected custom multi-step n8n AI workflows that capture web leads, enrich prospect metadata via custom LLM agents, and auto-sync records to Sanity CMS and Slack in real-time.
WordPress to Headless Sanity CMS Migration with Sub-Second ISR
Replaced a slow legacy monolith with Next.js App Router and Sanity GROQ schemas. Marketing now publishes landing pages instantly without dev deployments.
From Zero SEO Foundation to a 99/100 Desktop Performance Score
OutQuest curates vetted pathways for people planning a career pivot, a move abroad, or a new certification. We rebuilt their technical SEO foundation across three milestones — CMS-level structure, full indexing and crawl configuration, then a dedicated Core Web Vitals pass on their Next.js App Router platform.