2026

When AI Joins the Team: Observations from a 3-Day Hack Event

Seven Teams, One Vision TL;DR: Seven teams built an AI-driven audio product in three days. AI agents didnโ€™t replace human collaboration โ€” they amplified individual speed, shifting the bottleneck to coโ€ฆ

AIHackathonAgenticAIVibeCodingTeamDynamicsAIForAudio
What Reasoning Actually Means (and Why It Matters for Your Architecture)

It Started with a Saturday Morning Experiment I recently ran a simple test. I asked a small language model the same questions three times, with zero, one, and three rounds of self-reflection, and publโ€ฆ

AIArchitectureAILiteracyReasoningLLMLimitations
Code Quality Is the New Infrastructure

Ten talks. Ten practitioners from different companies โ€” Anthropic, Google, HashiCorp, Thoughtworks, Answer.AI, Factory, and independent creators. None of them coordinated. All arrived at the same concโ€ฆ

CodeQualityAgenticCodingSoftwareEngineeringAITDDKiro
Is the AI Subsidy Era Ending? And Why That Might Be a Good Thing

I was listening to a recent episode of The AI Daily Brief โ€” โ€œThe AI Subsidy Era Is Overโ€ โ€” and my thoughts started spinning. Not because the argument was new, but because it connected dots Iโ€™d been seโ€ฆ

AIPricingArchitectureAgenticAICostOptimizationFrugality
Hackathon Gamification: A Real-Time Leaderboard You Can Deploy in 5 Minutes

Lisbon, 6 AM, Rising Sun Lisbon at dawn โ€” the best way to start a hackathon day Three days in Lisbon. Not for sightseeing, though the city makes that hard to resist. Iโ€™m here for an AI hackathon โ€” teaโ€ฆ

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The Agent Security Stack Nobody Is Building

The Scenario Nobody Planned For Itโ€™s 11 PM. Your customer support agent, the AI one, is processing a refund request. It queries the order database, pulls the customerโ€™s payment history, and calls the โ€ฆ

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The 732-Byte Wake-Up Call

Security is not a phase you pass through on the way to production. It is a permanent condition. On April 29, 2026, a security research team published a vulnerability that works on every Linux distribuโ€ฆ

SecurityLinuxAICybersecurityCloudSecurityKubernetes
The Bottleneck Moved: What 10 Studies Say About AI Developer Productivity

The Pattern I Keep Seeing Every few weeks, a customer asks me the same question: โ€œWe rolled out AI coding tools to 500 engineers. Why arenโ€™t we shipping faster?โ€ I wrote about this a month ago. The daโ€ฆ

AIProductivitySoftwareEngineeringDeveloperExperienceEngineeringLeadership
The Book That Made Me Build My Own Website

A Gift to Humanity In 1993, Tim Berners-Lee made a decision that shaped the modern world: he gave the World Wide Web away for free. No patents, no licensing fees, no royalties. CERN released the technโ€ฆ

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Software Fundamentals Matter More Than Ever

The Talk That Confirmed What Iโ€™ve Been Seeing Matt Pocock stood on stage at the AI Engineer Summit and said something that most of the audience needed to hear: the developers who succeed with AI codinโ€ฆ

AIAgenticCodingSoftwareEngineeringCodeQualityArchitecture