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926 Steps, Two Lobotomies, and Zero Nudges: Flight-Testing the Commitment Machine Across Gemini, Claude, and GPT-OSS
Featured Dev.to

926 Steps, Two Lobotomies, and Zero Nudges: Flight-Testing the Commitment Machine Across Gemini, Claude, and GPT-OSS

A 2026 Harvard study of 718 companies found that AI agents write 30% more code and close zero additional tickets because review times jump 49%. Here is what happened when I put my 1986 Commitment Machine into live production across Gemini, Claude, and GPT-OSS.

1 week ago Read Article
Scanning for Open Ports and Vulnerabilities with Nmap
Dev.to Cybersecurity
Scanning for Open Ports and Vulnerabilities with Nmap

Nmap (Network Mapper) is an open-source network discovery tool that identifies hosts, services, and....

1 week ago Read
Setting Up Firewall Policies using Firewalld
Dev.to Cybersecurity
Setting Up Firewall Policies using Firewalld

Firewalld is a dynamic firewall application that provides a flexible way of setting up network...

1 week ago Read
Patch Your PHP: What PHP2Shell Means for WordPress Sites
Dev.to Cybersecurity
Patch Your PHP: What PHP2Shell Means for WordPress Sites

Two critical PHP runtime bugs allow unauthenticated remote code execution. Updating WordPress won't...

1 week ago Read
PHP2Shell: Your Code Was Fine, The Engine Was Not
Dev.to Cybersecurity
PHP2Shell: Your Code Was Fine, The Engine Was Not

Hello, I'm Maneshwar, and I'm building LiveReview — a blast-radius aware AI code review built for...

1 week ago Read
Terraform Workspaces vs Folders: How to Manage Dev, Staging, and Prod Environments
Dev.to Cloud Computing
Terraform Workspaces vs Folders: How to Manage Dev, Staging,...

When you first start with Terraform, one question shows up almost immediately: how do I manage dev,....

1 week ago Read
Is Software Dead? Part One: Business
Dev.to Tech Startups
Is Software Dead? Part One: Business

The $830 Billion Panic: What "Software Is Dead" means for the Business of Software? Back in...

1 week ago Read
Smaller Simpler Maven Projects
Dev.to Mobile Technology
Smaller Simpler Maven Projects

New Maven apps default to a root POM and common module. Build the same targets, keep native source d...

1 week ago Read
What Is Blockchain? A Simple Explanation Through a Story
Dev.to Blockchain & Crypto
What Is Blockchain? A Simple Explanation Through a Story

No complicated terms. No coding knowledge required. Just a simple story to help you understand...

1 week ago Read
Scaling stateful Gemini 4 Argon agent sessions on GKE: Connection draining, startup boost, and session persistence
Dev.to AI & Machine Learning
Scaling stateful Gemini 4 Argon agent sessions on GKE: Conne...

Architect GKE for long-running Gemini 4 Argon agent sessions using VPA CPU startup boost, GCPBackend...

1 week ago Read
Enterprise AI Governance in 2026
Dev.to Cybersecurity
Enterprise AI Governance in 2026

An enterprise AI governance stack is not a gateway feature. It is a sequence of decisions that has t...

1 week ago Read
Congrats to the Sanity Challenge Winners!
Dev.to AI & Machine Learning
Congrats to the Sanity Challenge Winners!

We are thrilled to announce the winners of the Sanity Challenge, our partnership with Sanity built.....

1 week ago Read
GitHub Trending

malloydata/malloy: Malloy is a modern open source language for de...

⭐ 2613 stars • TypeScript • Malloy is a modern open so...

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⭐ 3547 stars • TypeScript • Emulate Arduino, ESP32 & R...

EdJoPaTo/grammy-inline-menu: Inline Menus for Telegram made simpl...

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wess09/AzurPilot: AzurPilot CN 碧蓝航线脚本 | 无缝委托科研,全自...

⭐ 324 stars • Python • AzurPilot CN 碧蓝航线脚本 | 无...

gin-gonic/examples: A repository to host examples and tutorials f...

⭐ 4602 stars • Go • A repository to host examples and...

auricom/home-ops: My home Kubernetes (talos) cluster managed by G...

⭐ 211 stars • Python • My home Kubernetes (talos) clus...

sdr-enthusiasts/plane-alert-db: A list of interesting aircraft -...

⭐ 147 stars • Python • A list of interesting aircraft...

kitknox/rootshell: rootshell - The terminal, reimagined for Apple...

⭐ 806 stars • Swift • rootshell - The terminal, reimag...

diamondburned/dissent: Tiny native Discord app

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dearlordylord/hapsland: Realtime semantic review for coding agent...

⭐ 132 stars • TypeScript • Realtime semantic review fo...

meta/astryx: An open source design system that's fully customizab...

⭐ 13815 stars • TypeScript • An open source design sys...

OpenDiS/OpenDiS: Open Source Dislocation Dynamics Simulation Fram...

⭐ 107 stars • Python • Open Source Dislocation Dynamic...

jax-ml/jax: Composable transformations of Python+NumPy programs:...

⭐ 36542 stars • Python • Composable transformations of...

opencontainers/runc: CLI tool for spawning and running containers...

⭐ 13518 stars • Go • CLI tool for spawning and running...

wixette/8800-simulator: Altair 8800 emulator in your browser: an...

⭐ 129 stars • JavaScript • Altair 8800 emulator in you...

PatrickSUDO/fadacai-portfolio: Claude Code 投資研究與組合管理框架...

⭐ 144 stars • Python • Claude Code 投資研究與組合管理...

METR/hawk: Run Inspect AI evals in the cloud

⭐ 101 stars • Python • Run Inspect AI evals in the clo...

RapidAI/MaClaw: 下一代企业级自主进化智能体平台(GUI/TUI/Service/S...

⭐ 150 stars • Go • 下一代企业级自主进化智能体平台(GUI...

migsilva89/imark: Native Markdown reader for macOS. Keep it open...

⭐ 112 stars • Swift • Native Markdown reader for macOS...

ZachSaucier/Just-Read: A customizable read mode web extension.

⭐ 1312 stars • JavaScript • A customizable read mode w...
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