The Agent Runtime Era: Models Can Use Computers, Now Your Stack Needs To For the last two years, the center of gravity in AI has been the model. Bigger context. Better reasoning. Better coding. Better benchmarks. That era... Agentic AI 18/03/2026
Repo Config Is the New Attack Surface for Coding Agents A senior engineer opens an unfamiliar repo to review a PR. The coding agent wakes up and does what it was built to do. It... Agentic AI AI Infrastructure Architecture 05/03/2026
GitHub Just Put Agents in CI. Your Bottleneck Is Now Governance Software delivery is becoming continuous inference. Agents don't just suggest code anymore. They act inside the delivery plane. And the first thing that breaks is... Agentic AI AI Infrastructure 04/03/2026
Building Production-Ready LangChain Agents: Architectural Patterns That Work Turning architectural gaps into engineering patterns The Gap Between Demo and Production Last week I evaluated LangChain's architecture using SRAL. The scorecard revealed something uncomfortable:... Agentic AI 13/01/2026
Applying SRAL to LangChain: An Architectural Evaluation A systematic evaluation of LangChain's architectural foundations using the SRAL framework Scorecard Summary Component Score Key Finding State ⚠️ Weak-to-Moderate Memory is optional, not architectural.... Agentic AI 02/01/2026
PART II — ReAct: The Architecture That Unified Agentic Reasoning Most discussions of ReAct frame it as a clever prompting technique. It isn’t. ReAct is the first time we gave language models a structure for... Agentic AI 19/12/2025
Machine Learning Types Are the Wrong Abstraction for Agentic Systems Executive Summary We still classify machine learning systems by how they are trained. Supervised. Unsupervised. Reinforcement learning. That taxonomy made sense when models were static.... Agentic AI 14/12/2025
PART I — Why Most Agents Fail: The Architectural Blind Spots Behind CoT and Tool-Only Models Modern agent demos look impressive until you load them with real work. Real constraints. Real ambiguity. Real environments. That’s when most agents collapse. And the... Agentic AI 12/12/2025
