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Software DevelopmentAugust 20269 min read

Verification Loops: The Core Agentic Coding Skill

The single habit that separates a useful coding agent from a plausible-sounding one: giving it a fast, deterministic way to check its own work and iterate to green.

Software DevelopmentAugust 202610 min read

AI Agents for Legacy Code Migration: A Guide

Framework upgrades and language ports are repetitive, well-specified, and verifiable, exactly the shape AI agents handle well. How to run one safely with a test net.

AIAugust 20269 min read

AI Writer-Reviewer Pattern for Coding Agents

Why one AI agent should never grade its own code, and how a fresh reviewer agent on the diff turns a hopeful draft into a checked, self-correcting loop.

AIAugust 20269 min read

How to Fix AI Agent Infinite Handoff Loops

Why multi-agent systems get stuck bouncing a task back and forth, and how one orchestrator, clear ownership, and hard caps design the loop out for good.

Software DevelopmentAugust 20268 min read

Spec-First AI Coding: Let the Agent Interview You

Stop prompting once and hoping. Make the AI agent interview you into a written spec first, so misunderstandings surface as cheap words instead of expensive code.

SecurityAugust 20269 min read

Prompt Injection Attacks on AI Coding Agents

How untrusted text an AI coding agent reads can smuggle in commands, why filtering it out fails, and the containment strategy that actually reduces the risk.

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