ai
16 posts
2026-02-14
LLM Reliability Engineering: Deterministic Pipelines for Agentic Systems
A practical engineering deep dive on llm reliability engineering with architecture patterns, implementation guidance, and production guardrails.
2026-01-05
Tech Trends 2026: Agentic AI, Digital Trust, and Crypto Agility
A practical engineering deep dive on tech trends 2026 with architecture patterns, implementation guidance, and production guardrails.
2025-12-13
Responsible AI in Delivery: Governance That Doesn’t Block Shipping
A practical engineering deep dive on responsible ai in delivery with architecture patterns, implementation guidance, and production guardrails.
2025-03-06
RAG Evaluation: Groundedness, Relevance, and Regression Tests
A practical engineering deep dive on rag evaluation with architecture patterns, implementation guidance, and production guardrails.
2025-02-12
Model Context Protocols: Standardizing Tooling and Context for LLM Apps
A practical engineering deep dive on model context protocols with architecture patterns, implementation guidance, and production guardrails.
2025-01-01
Agentic Workflows in Production: Orchestration, Memory, and Failure Modes
A practical engineering deep dive on agentic workflows in production with architecture patterns, implementation guidance, and production guardrails.
2024-07-09
Serverless GPU & Inference Routing: Patterns for Cost-Effective GenAI
A practical engineering deep dive on serverless gpu & inference routing with architecture patterns, implementation guidance, and production guardrails.
2024-03-13
Multimodal AI: Practical Use-Cases Beyond Demos
A practical engineering deep dive on multimodal ai with architecture patterns, implementation guidance, and production guardrails.
2024-02-04
LLMOps: Monitoring, Rate Limits, and Safety Checks in Production
A practical engineering deep dive on llmops with architecture patterns, implementation guidance, and production guardrails.
2024-01-08
AI Agents 101: Tools, Memory, Planning, and Guardrails
A practical engineering deep dive on ai agents 101 with architecture patterns, implementation guidance, and production guardrails.
2023-06-14
AI Pair Programming: How to Add Copilots Without Breaking SDLC
A practical engineering deep dive on ai pair programming with architecture patterns, implementation guidance, and production guardrails.
2023-05-16
Prompt Injection & Data Leakage: Security Basics for LLM Apps
A practical engineering deep dive on prompt injection & data leakage with architecture patterns, implementation guidance, and production guardrails.
2023-04-06
Evaluating LLM Apps: Quality, Cost, Latency, and Hallucinations
A practical engineering deep dive on evaluating llm apps with architecture patterns, implementation guidance, and production guardrails.
2023-03-19
RAG Architecture Patterns: Retrieval That Stays Correct
A practical engineering deep dive on rag architecture patterns with architecture patterns, implementation guidance, and production guardrails.
2023-02-20
Vector Databases Explained: Embeddings, Indexes, and Tradeoffs
A practical engineering deep dive on vector databases explained with architecture patterns, implementation guidance, and production guardrails.
2023-01-07
GenAI for Engineering Teams: Where LLMs Actually Help
A practical engineering deep dive on genai for engineering teams with architecture patterns, implementation guidance, and production guardrails.