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    1,330 blog available in the CoPilot directory

    Articles, tutorials, and deep dives on this AI platform — from getting-started guides to advanced techniques and real-world use cases.

    Five Gemma-4 models, one accelerator: what porting E2B 31B to AWS Inferentia2 taught megemma

    Five Gemma-4 models, one accelerator: what porting E2B 31B to AWS Inferentia2 taught me

    I ported the whole Gemma-4 family — E2B, E4B, 12B, 31B, and the 26B-A4B MoE — to run on...

    X
    xbill
    Hey DEV, I'm Tobore. Let's actually connect.community

    Hey DEV, I'm Tobore. Let's actually connect.

    Hey DEV, I'm Tobore. Let's actually connect. I've been on here for a while now, mostly writing and...

    L
    Laurina Ayarah
    What was your win this week!?discuss

    What was your win this week!?

    👋👋👋👋 Looking back on your week -- what was something you're proud of? All wins count -- big or small...

    J
    Jess Lee
    I burned through thousands of AI tokens. Then a friend did it for freeai

    I burned through thousands of AI tokens. Then a friend did it for free

    (yep, kinda clickbait, just for the funsies 😊) At the beginning of the year, I relaunched my...

    P
    Paulo Henrique
    What is an "agentic harness," actually?ai

    What is an "agentic harness," actually?

    I've been hearing the word "harness" thrown around a lot lately. I assumed it just meant "the IDE" or...

    T
    Tilde A. Thurium
    Did You Know TLDs Can Be Websites?aws

    Did You Know TLDs Can Be Websites?

    You've probably registered a domain with Route53 or another popular registrar. You pick something...

    S
    Sean Boult
    Claude might be saturating your machineai

    Claude might be saturating your machine

    My laptop was sitting idle with the fan at full tilt. Nothing was running that I knew of. The culprit...

    S
    Sidhant Panda
    DiffusionGemma: The Developer Guidegemma

    DiffusionGemma: The Developer Guide

    Following our announcement in our launch blog post, we are sharing this developer guide to help you...

    G
    Gemini Team
    Automated GitHub Code Reviews Using Google Geminigithubactions

    Automated GitHub Code Reviews Using Google Gemini

    I Built a Thing! TL;DR — Google Gemini-based Pull Request reviews and Issue Triaging for...

    D
    Darren "Dazbo" Lester
    Smash Story: The Demo Script That Out-Debugged My Test Suitedevchallenge

    Smash Story: The Demo Script That Out-Debugged My Test Suite

    A green 10-test suite, a broken production default, and the 10-minute smash — how a live demo caught an API-contract bug that mocks never could.

    X
    xbill
    Why did my benchmark stop at N=22? A debugging story in nine bugsbugsmash

    Why did my benchmark stop at N=22? A debugging story in nine bugs

    Submission for DEV's Summer Bug Smash — Smash Stories track. There was a file in my repo called...

    X
    xbill
    My benchmark's Python column was N/A for a year — CPython's 4300-digit limit, and eight other bugsbugsmash

    My benchmark's Python column was N/A for a year — CPython's 4300-digit limit, and eight other bugs

    Submission for DEV's Summer Bug Smash — Clear the Lineup track. The...

    X
    xbill
    TPU Deployments with Gemma 31B, v6e-8, and Antigravity CLIpython

    TPU Deployments with Gemma 31B, v6e-8, and Antigravity CLI

    This article provides a step by step debugging guide for deploying Gemma 4 to a Google Cloud TPU...

    X
    xbill
    Welcome Thread - v384welcome

    Welcome Thread - v384

    Leave a comment below to introduce yourself! You can talk about what brought you here, what you're...

    S
    Sloan the DEV Moderator
    Build Firebase AI Logic Application with Antigravity CLI and Stitch MCP Server [GDE]ai

    Build Firebase AI Logic Application with Antigravity CLI and Stitch MCP Server [GDE]

    Build Firebase AI Logic with Antigravity CLI Note: Google Cloud credits are provided for...

    C
    Connie Leung
    Squashing an Accidental Node.js Fork Bomb with Sentrydevchallenge

    Squashing an Accidental Node.js Fork Bomb with Sentry

    This is a submission for DEV's Summer Bug Smash: Clear the Lineup powered by Sentry. ...

    T
    Tahira Muhammad
    Stop Your LLMs from Forgetting (Part 2): How a Graph-Anchor Pyramid Cures AI’s Relational Blindspotsai

    Stop Your LLMs from Forgetting (Part 2): How a Graph-Anchor Pyramid Cures AI’s Relational Blindspots

    Have you ever had a brilliant solution get completely crushed by a single comment on a technical blog...

    T
    Tanaike
    5 Trends That Defined AI Engineering at World’s Fair 2026agents

    5 Trends That Defined AI Engineering at World’s Fair 2026

    At this year's AIE World’s Fair, AI engineering entered a new phase: building systems around...

    R
    Richard MacManus
    DEV’s Big Summer Bug Smash is now LIVE! Share $5,000 in cash prizes, skateboards, and more across 20+ winners. 🐛🐞🪲bugsmash

    DEV’s Big Summer Bug Smash is now LIVE! Share $5,000 in cash prizes, skateboards, and more across 20+ winners. 🐛🐞🪲

    Today is National Be Nice to Bugs Day in the U.S. and we’re thrilled to launch our Big Summer Bug...

    J
    Jess Lee
    Building a Hybrid Docker Orchestrator in Go: The Journey from Single VM to Multi-Node Clusterdevops

    Building a Hybrid Docker Orchestrator in Go: The Journey from Single VM to Multi-Node Cluster

    What if you could combine the native simplicity of Docker Compose with the decentralized targeting...

    M
    Mario Ezquerro
    Chasing the Sentry prize for DEV's Summer Bug Smash? Let us know what questions you have.bugsmash

    Chasing the Sentry prize for DEV's Summer Bug Smash? Let us know what questions you have.

    DEV just kicked off their Big Summer Bug Smash, an event all about fixing bugs and optimizing...

    K
    Kyle TechSquidTV
    How I made a Rust hot path 27x faster, and the AI fix I refused to mergerust

    How I made a Rust hot path 27x faster, and the AI fix I refused to merge

    Two years ago I open-sourced KeyEcho, a small desktop app that plays a mechanical-keyboard sound the...

    Z
    Zach
    DiffusionGemma: 4x faster text generationgemma

    DiffusionGemma: 4x faster text generation

    Our newest open experimental model delivers up to 4x faster inference on dedicated GPUs and...

    G
    Gemini Team
    26B Gemma 4 QAT Deployment with GCE g2-standard, NVIDIA L4, MCP, and Antigravity CLIgce

    26B Gemma 4 QAT Deployment with GCE g2-standard, NVIDIA L4, MCP, and Antigravity CLI

    This article provides a step by step deployment guide for Gemma 4 to a Google Compute Engine hosted...

    X
    xbill
    ...

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