Agentic AI vs Conversational AI: The Shift Nobody Explained Simply
From chat widgets to autonomous execution. Discover the architectural difference between reactive chatbots and goal-driven agentic loops in 2026.
8/1/202623 min read
#Agentic AI
10 articles tagged with Agentic AI
Building a Rollback Strategy for Changes an AI Agent Made Overnight
Overnight agent recovery. How to design atomic Git commit squashing, automated snapshot isolation, DB migration rollbacks, and fast revert hooks.
8/1/202625 min read
Building Guardrails for an Autonomous Coding Agent on a Real Repo
Engineering agent safety. How to build AST syntax boundary checks, automated test gates, Git worktree isolation, and diff size limiters in TypeScript.
8/1/202625 min read
Cost-Tracking AI Agent Runs: What a Full Sprint of Autonomous Work Actually Costs
The AI agent financial audit. How prompt prefill tokens, context caching, tool call overhead, and 2-week sprint iterations cost engineering teams in 2026.
8/1/202625 min read
Designing a Task Queue for AI Agents Working on the Same Codebase
Parallel agent coordination. How to design Git worktree isolation, file-level mutex locks, AST dependency DAG scheduling, and Redis queues for multi-agent teams.
8/1/202625 min read
Giving an AI Agent Write Access to Production: What I Learned the Hard Way
Production agent postmortem. What happened when an autonomous agent dropped a production table, and the 5 security guardrails required for production write access.
8/1/202623 min read
I Let Claude Code Run Autonomously for a Full Sprint. Here's What Broke
An engineering postmortem of a 2-week experiment delegating a sprint to an autonomous coding agent. Explore recursive loop failures, token burns, and execution security.
8/1/202623 min read
The Coming Wave of AI-Native File Formats and Protocols (MCP and Beyond)
The USB-C of the AI ecosystem. An architectural deep-dive into the Model Context Protocol (MCP) 2026 specification, stateless serverless gateways, and agentic protocols.
8/1/202623 min read
When an AI Agent Reads Your Whole Codebase Wrong: A Postmortem
Architectural alignment failures and context drift. Read a detailed postmortem of an autonomous agent failing to parse repository design patterns, and how to fix it.
8/1/202623 min read
Why Most 'Agentic' Demos Fall Apart on a Real, Messy Codebase
The production agentic reality check. Why 100k-line legacy monoliths, dynamic implicit dependencies, missing types, and circular references destroy naive AI agents.
8/1/202625 min read