6 posts
Only 11-14% of pilots reach production. A concrete playbook to close the infra, compliance and operations gaps and ship agentic AI.
Of FDA's 1,451 AI-enabled medical devices, 1,104 are in radiology; in January 2026 Aidoc earned single-CT multi-condition detection clearance. A complete healthcare AI playbook for Turkish hospitals: SaMD pathway, HL7 FHIR integration, the HIPAA + KVKK + ISO 27799 compliance matrix, and case studies from Acıbadem, Memorial, and Medipol.
A complete compliance playbook for Turkish banks: BDDK's AI Safe Testing and Validation Environment (AI Sandbox) launched February 2026 with ~30 banks and 100 CIOs, KKB's shared testing infrastructure, the EU AI Act's high-risk classification of credit scoring, and real-world use cases in credit scoring, fraud detection, AML and call center — with documented case studies.
Prompt engineering is dead, context engineering is alive. Anthropic's 90% cost-cutting prompt caching, GPT-5.5's 272K input threshold, Claude Opus 4.7's 1M context, and agent runtime state management are rewriting AI engineering in 2026. Turkish token efficiency, KVKK-compliant state stores, the 'Don't Break the Cache' principle.
Naive RAG's six fatal weaknesses are fully solved in 2026 by agentic RAG. A production-grade RAG with plan/reflect/verify loops, hybrid retrieval, and claim-verification built on the LangGraph v0.4 state-graph used by Klarna, LinkedIn, and Uber — plus a KVKK-compliant Turkish bank case study and cost-latency tradeoffs.
A comprehensive reference for designing, scaling, and shipping Retrieval-Augmented Generation (RAG) systems in production with KVKK compliance. Covers Turkish-capable embedding model selection, vector DB comparison, chunking, hybrid search, re-ranking, hallucination control, eval harness, and three anonymized Turkish enterprise case studies — end-to-end production architecture.