The 10x Dev Is Dead
The 10x developer used one AI tool and thought they were fast. Meanwhile, agentic orchestrators are shipping at 50x to 1000x. The ceiling just moved.
#productivity
11 posts
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The Meter on the Mind
For most of computing history, thinking was free. In 2026 it got a price tag. We metered cognition, and every metered utility eventually gets gamed.
aieconomicsengineeringtokensproductivity
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Token Maxxing Is a Fad. The Best Engineers Use the Least.
Meta ranked 85,000 staff by token use. Amazon and Uber followed, then all scrapped the leaderboards. The best engineers code with intent, not volume.
aiengineeringproductivitytokenmaxxingcoding
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Living Human Neurons Are Now Choosing the Words an AI Speaks
Cortical Labs grew 200K neurons on a chip, taught them to play Doom, then wired them into an LLM. The neurons now override token selection in real time.
aiengineeringopen-sourcesecurityproductivity
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AI Is a Multiplier, Not a Magic Bullet: DORA 2025
DORA surveyed 5,000 devs. AI makes good teams great and broken teams worse. Here is the 7-capability playbook that separates the two.
aiengineeringdevopsdeveloper-toolsproductivity
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The Pretext Compilation Nobody Asked For
I prompted a full video compilation start to finish — download, edits, overlay, lyrics, transitions, export. No editor touched.
aiproductivity
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Everything Is a Skill Issue
The models already have the raw capability. The jagged intelligence frontier is not about the AI — it is about you.
aiengineeringdeveloper-toolsproductivity
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AI Will Make Plumbers Earn More Than Lawyers
Daniel Priestley's reasoning is rock-solid: AI commoditizes knowledge work while physical skills become the new premium.
aieconomicsbusiness-strategyproductivity
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What Does a Coordinated Swarm of 50 Agents Do?
If 1 agentic coding agent makes you a 10x dev, a swarm of 50 turns you into the CTO of a relentless AI engineering team.
aiai-agentsvibe-codingproductivity
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Vibe Coding Was the Appetizer. Vibe Maxing Is the Meal.
Vibe Maxing: where builders orchestrate entire fleets of AI agents running in parallel, debugging each other, shipping features while you sleep.
aiai-agentsvibe-codingdeveloper-toolsproductivity
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What Stage Are You in Your AI-Assisted Coding Journey?
From zero AI to full agent orchestration — a framework for understanding where you are on the AI-assisted coding spectrum.
aivibe-codingdeveloper-toolsproductivity