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Mastering CLAUDE.md, AGENTS.md, and SKILL.md: Anthropic's 7-Method Steering System for Claude Code
The Problem Nobody Talks About What Is the 7-Method Steering System? Method 1: CLAUDE.md — The Session Foundation Method 2: Rules…
By Vatsal Shah
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Spec-Driven Development in 2026 — AGENTS.md, Executable Specs, and Stopping Agentic Drift
In 2024, the software industry was introduced to the concept of "vibe coding." Powered by chat-based coding assistants, engineers…
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Deterministic Sensors Beat Better Prompts — CI Gates for Coding Agents That Actually Ship
For the past several years, the engineering community has attempted to control autonomous AI agents using prompt engineering. We…
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The Intelligent Monolith — Why Microservices Are Taxing Your AI Inference Budget (Node v26 Edition)
For the past decade, microservices have been the default architectural choice for scaling enterprise software systems. By…
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Search-as-Code — Why Static RAG Pipelines Lose to Programmatic Retrieval Orchestration
As autonomous AI agents transition from novelty tools to enterprise-grade operators, the mechanisms they use to acquire and…
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The 70/30 Rule: How High-Performing Teams Actually Do AI-Assisted Development
The 70/30 Rule: Effective AI-Assisted Development for Engineering Leaders | Agile Tech Guru Vatsal Shah Engineering…
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Managed vs Self-Hosted Agent Harness — The Deployment Trade-off Engineering Leaders Get Wrong
Managed agents ship Tuesday. Self-hosted agents ship architecture. Pick wrong and portability becomes a fantasy slide. Here is…
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Platform Engineering for the Agentic AI Era — When Your IDP Becomes the Governance Machine
78% of enterprises have a platform team. Only 23% have an IDP that can govern agents. That gap is where shadow agents live. Here…
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The Agent Harness Is Your Control Plane — Why AI Lock-In Moved Above the Model Layer
Same frontier model. One team ships in weeks, another burns a year in prototype. The difference isn't GPT vs Claude — it's the…
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MCP Tool Poisoning — The Agent Supply Chain Attack Hiding in Tool Metadata
Your agent didn't get hacked in the tool code. It got hacked in the tool description — invisible to humans, authoritative to the…
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DORA Is Not Enough in 2026 — The AI Attribution Layer Engineering Leaders Actually Need
DORA metrics celebrate deployment frequency but mask massive rework rates. Here is the AI Attribution layer engineering leaders…
