Thinking & Writing
Notes on building products, AI systems, and shipping software as a solo developer.
Featured insight
AI Should Explain Engineering Validation, Not Invent It
How separating deterministic logic from LLM reasoning builds trust, manages unknown data states, and mitigates hallucinations in BIM validation.
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Building TrustRespond.ai: Automating B2B Vendor Security Questionnaires in 12 Seconds
How I built an enterprise RAG pipeline on Next.js and Supabase to fill 200-row Excel security questionnaires from SOC 2 docs—without breaking formatting.
Case Study: Securing AI Architecture & EU AI Act Compliance for a Next-Gen Startup
How I audited a founder-built AI stack, fixed a P0 token-security issue, and aligned architecture with GDPR and EU AI Act expectations.
Securing a Production Next.js SaaS: Defending Against SSRF and Stripe Webhook Attacks
How I hardened URL scanning and payment webhooks in ComplianceRadar to block SSRF abuse and fake Stripe events.
SEO is Dead? How I Optimized My Next.js SaaS for ChatGPT & Perplexity (AEO)
How llms.txt, JSON-LD, and authority citations helped position ComplianceRadar for AI-native discovery in 2026.
Lessons from Shipping a Micro-SaaS as a Solo Developer in Europe
What worked (and what didn't) when building and launching a product alone in the EU market.
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