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We thought our GPT-5.4 agent got lazier in production — it was a 3-bug workflow teaching it to quit
Cover image for We thought our GPT-5.4 agent got lazier in production — it was a 3-bug workflow teaching it to quit

We thought our GPT-5.4 agent got lazier in production — it was a 3-bug workflow teaching it to quit

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7 min read
I never wrote an intro post here on dev.to!

I never wrote an intro post here on dev.to!

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3 min read
Your Coding Agent Has a Network. Do You Know What It Did?

Your Coding Agent Has a Network. Do You Know What It Did?

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2 min read
Item Review Desk: exam questions that can't go live until a second person signs them off

Sanity Challenge Path Two Submission

Item Review Desk: exam questions that can't go live until a second person signs them off

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5 min read
Gemini 4 Argon Goes to Cyber Defenders First, the FTC Steps In, and Rubin NVL72 Goes Live

Gemini 4 Argon Goes to Cyber Defenders First, the FTC Steps In, and Rubin NVL72 Goes Live

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6 min read
How to Access Your WSL2 Web Apps from Mobile Devices & LAN

How to Access Your WSL2 Web Apps from Mobile Devices & LAN

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3 min read
tokenmaxxing: track AI coding usage across tools and devices

tokenmaxxing: track AI coding usage across tools and devices

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2 min read
My static site started returning 429 to visitors - here is what I actually measured, and the $0 fix

My static site started returning 429 to visitors - here is what I actually measured, and the $0 fix

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5 min read
Request Response Model

Request Response Model

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4 min read
Governance Attack Surface Review: Portal

Governance Attack Surface Review: Portal

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7 min read
Prioritising CVE-2026-85706 Work: What a Read on a GitLab Host Is Worth

Prioritising CVE-2026-85706 Work: What a Read on a GitLab Host Is Worth

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3 min read
Racksmith: The Autonomous Modular Synth Planner Powered by Sanity Context MCP

Sanity Challenge Path One Submission

Racksmith: The Autonomous Modular Synth Planner Powered by Sanity Context MCP

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7 min read
Clean Code Like a Jedi: Why Small Functions Are Your Lightsaber

Clean Code Like a Jedi: Why Small Functions Are Your Lightsaber

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4 min read
Iris vs Langfuse vs Phoenix vs Promptfoo: where each wins, where each loses

Iris vs Langfuse vs Phoenix vs Promptfoo: where each wins, where each loses

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7 min read
Building IncidentCopilot: Establishing a Local-First AI DevOps Development Foundation

Building IncidentCopilot: Establishing a Local-First AI DevOps Development Foundation

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2 min read
Index PDF Text per Page — Durable Retrieval Citations for Support Bundles

Index PDF Text per Page — Durable Retrieval Citations for Support Bundles

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6 min read
I Stopped Coding to Learn How Systems Think

I Stopped Coding to Learn How Systems Think

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5 min read
Rejudge Replaces Self-Review With 3 Independent Models and a Judge

Rejudge Replaces Self-Review With 3 Independent Models and a Judge

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3 min read
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