Blog – Web Directions webdirections.org

Constitutional Prompting: Making AI Coding Agents Reliable Without the Iteration Tax — Prem Pillai at AI Engineer Melbourne 2026

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Spec driven AI development – A Real World Perspective — Nick Beaugeard at AI Engineer Melbourne 2026

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AI and Software Engineering in 2026

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Your Agent Doesn’t Like Your APIs — Mike Chambers at AI Engineer Melbourne 2026

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Building SDKs in the Agentic Era — Mark McDonald at AI Engineer Melbourne 2026

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What we learned at the Sydney AI Unconference

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Sydney AI Unconference 2026

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Stop vibing your agents to production: applying ML discipline to agent development — Justin Barias at AI Engineer Melbourne 2026

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Why AI coding tools might not make the slightest difference — Jason Cornwall at AI Engineer Melbourne 2026

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What we learned at the Melbourne AI Unconference

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Melbourne AI Engineer Unconference

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Engineering for the Agentic Web When 50% of Your Traffic is Robots — Janna Malikova at AI Engineer Melbourne 2026

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Agentic SAST: Building an AI Pipeline for Rule Synthesis and Root-Cause Vulnerability Analysis — Danila Sashchenko at AI Engineer Melbourne 2026

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Fully Automated Luxury Gay Space Engineering — Daniel Rodgers-Pryor at AI Engineer Melbourne 2026

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Building Frameworks Building Systems — Ally Macdonald at AI Engineer Melbourne 2026

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Your weekend reading from Web Directions

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Fail fast, fix faster: Why faster AI models beat smarter ones — AJ Fisher at AI Engineer Melbourne 2026

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Our AI Hallucinated in Production: How We Fixed It With Evals — Yicheng Guo at AI Engineer Melbourne 2026

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Your AI Can’t Engineer (Yet) — Theodoros Galanos at AI Engineer Melbourne 2026

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Orbital Lasers vs For Loops: Economically Matching Models to Tasks — Stephen Sennett at AI Engineer Melbourne 2026

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