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Beyond the Harness: Canvas for AI Agents
Nimisha Asthagiri explains why shifting from rigid harness engineering to a bounded canvas model empowers autonomous AI agents while managing architecture drift and cognitive debt.
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The Ladder is Missing Rungs: Engineering Progression When AI Ate the Middle
Alasdair Allan shares data on the "missing rungs" of software engineering, explaining how AI coding tools stunt junior developer skill growth and disrupt future technical leadership pipelines.
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What 25 Trillion Tokens Reveal about How Developers Actually Adopt AI Agents
Brendan O'Leary shares real-world data from 40T tokens to explain how trust, multi-model routing, and context construction drive actual developer AI adoption over raw benchmarks.
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The Right 300 Tokens Beat 100k Noisy Ones: The Architecture of Context Engineering
Baruch Sadogursky and Patrick Debois explain context engineering antipatterns in coding agents, demonstrating how skills, right-tool retrieval, and external memory optimize developer workflows.
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Rewriting All of Spotify's Code Base, All the Time
Aleksandar Mitic and Jo Kelly-Fenton discuss how Spotify uses "Honk," a background AI coding agent, to automate codebase migrations at scale and tackle the ongoing maintenance problem.
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