Thinking & Writing
Notes on building products, AI systems, and shipping software as a solo developer.
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Building Anruvo: Why an AI Phone Agent Needs Deterministic Business Logic
A transparent build case study on turning German customer calls into structured, rule-validated operational cases with voice AI, deterministic decision logic, and human handoff.
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Building TrustRespond.ai: A reviewable RAG workflow for security questionnaires
How the private functional prototype connects documents, retrieval, structured answers, review states, and XLSX export—without unsupported runtime claims.
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.