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RAG in production
From LLM demo to production system · retrieval patterns, CI evals, guardrails, and cost control in one place.
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Notes from the studio.34 / posts
- 0130 Sept 2026Q3 2026 roundup: what shifted, what we shipped, what broke→
- 0201 Jul 2026Q2 2026 roundup: what shifted, what we shipped, what broke→
- 0302 Jun 2026n8n vs Make vs custom code: 2026 automation stack→
- 0402 Jun 2026AI agent pricing 2026: what an autonomous agent costs→
- 0502 Jun 2026H1 2026 in review: what changed for EU software teams→
- 0602 Jun 2026AI in logistics & supply chain: 2026 SME guide→
- 0714 May 2026The EU AI Act in practice: a 2026 guide for AI teams→
- 0814 May 2026Self-hosted AI or the API? When to run your own LLM in 2026→
- 0909 May 2026EU AI Act for Hungarian startups: 2026 founder's guide→
- 1009 May 2026Hiring an AI Development Team in Budapest · 2026 Guide→
- 1106 May 2026Direct Booking vs OTAs in 2026 · the Math and the Tech→
- 1206 May 2026Proptech stack for EU builders in 2026: choices that scale→
- 1306 May 2026LegalTech Due Diligence 2026: What to Check→
- 1406 May 2026Manufacturing AI in 2026 · what works on the floor→
- 1529 Apr 2026How to Hire an AI Development Team · 9 Questions for 2026→
- 1629 Apr 2026How Much Does AI Development Cost in 2026? EU Rates→
- 1726 Apr 2026RAG's three failure modes (and the diagnostic table)→
- 1826 Apr 2026Build an LLM Eval Harness in 200 Lines of TS→
- 1926 Apr 2026Why your AI agent leaks money: 6 prompt-cache wins→
- 2026 Apr 2026OWASP LLM Top 10 v2 · what changed and what to ship→
- 2123 Apr 2026On-device LLMs in 2026: Gemini Nano vs Apple Intelligence→
- 2222 Apr 2026pgvector at 10M+ rows: index, queries, real numbers→
- 2322 Apr 2026LLM prompt caching in production · a 60-80% cost cut→
- 2422 Apr 2026Agentic AI · the safe tool-use pattern we ship by default→
- 2522 Apr 2026Postgres migration · 5 mistakes that cost us weeks→
- 2622 Apr 2026LLM evals-as-code · the CI gate we run on every RAG deploy→
- 2720 Apr 2026What an AI security audit actually checks in 2026→
- 2820 Apr 2026How to ship a production AI chatbot in 14 days→
- 2918 Apr 2026LLM prompt injection playbook · the 2026 attack surface→
- 3014 Apr 2026MCP (Model Context Protocol): what it means for LLM agents→
- 3108 Apr 2026Shipping AI agents that actually work in production→
- 3205 Mar 2026GDPR + AI: training on user data 2026 · what's allowed→
- 3318 Feb 2026EU AI Act for SaaS: what you actually have to do in 2026→
- 3422 Jan 2026Picking a vector DB in 2026: pgvector, Pinecone, Weaviate→
SHIPPED WORK16 / shipped
- 012026Vilya Protection→
- 022026AutoImport→
- 032026ClarixAI→
- 042026AIHealthIQ→
- 0520263D AI Property→
- 062026AxisFit→
- 072026Use AI Easily→
- 082026AI Chatbot Maker→
- 092026PhisGuard→
- 102026MCP Security Layer→
- 112026n8n AI Workflow Generator→
- 122026The Truth AI News→
- 132026Multi-Agent Crypto Trading→
- 142026BetEdge→
- 152025DField Poker→
- 162026GlowUp→
CASE STUDIES03 / studies
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