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⚡ Dev.to Engineering
TL;DR Welcome back to Dev Opportunity Radar! This is a weekly series where I share opportunities,...
⚡ Dev.to Engineering
The Grace Hopper Celebration has been around since 1994, and for a lot of people, it's the event for...
⚡ Dev.to Engineering
👋👋👋👋 Looking back on your week -- what was something you're proud of? All wins count -- big or small...
⚡ Dev.to Engineering
The same Tesla T4 on the same Google Cloud VM decoded Gemma 4 E2B at 115 tokens/s at 45 °C and 107 at 77 °C. The card sits at its 70 W limit, a hotter chip draws more power at the same clock, so the clock drops. No thermal throttle fires, and no spec sheet mentions it.
⚡ Dev.to Engineering
Yes. Speculative decoding with Google's 59 MB QAT multi-token prediction (MTP) drafters speeds up Gemma 4 E4B 1.72x and E2B 1.40x on an 8 GB RTX 3050, and 1.49x and 1.18x on a 4 GB laptop GTX 1650 Ti, served by llama.cpp one request at a time, with unchanged GSM8K and BFCL scores.
⚡ Dev.to Engineering
We are so excited to announce the winners of the Hacktoberfest Open-Source AI Challenge: Touch...
⚡ Dev.to Engineering
How I designed, connected, scaled, governed, evaluated, and QLoRA fine-tuned an enterprise SecOps & FinOps agent on Google Cloud.
![[AI in Practice] Upgrading from Gemini 3.5/3.6 to Gemini 4 Argon: Migration Notes and Pitfalls for LINE Bot Developers](https://media2.dev.to/dynamic/image/width=1200,height=627,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fe3j23dy7fqvu09aob4ob.png)
⚡ Dev.to Engineering
Background I have a LINE Bot that I use every day, linebot-helper-python. I use it daily...
⚡ Dev.to Engineering
Why do 200-line agent prompts, Asimov's Three Laws, and sequential pre-landing checklists all fail the same way? How Fernando Flores's 1986 Committed Speech, Nuel Belnap's 1977 4-Valued Logic, and Tony Hoare's 1978 CSP turned our Makefile and init.d workflow into a self-healing Commitment Machine.
⚡ Dev.to Engineering
How I pair-programmed with Google Antigravity powered by Gemini 4 Argon to build a zero-dependency Go TUI and OpenTelemetry/Prometheus observability stack for Oracle Databases and Linux SAN storage.
⚡ Dev.to Engineering
Google mapped the complete male fruit fly brain, and my first question to an agent was “Can this run...
⚡ Dev.to Engineering
AI engineers spend enormous amounts of time tweaking small things to achieve bigger gains. Energy is...
⚡ Dev.to Engineering
The biggest design shift of the AI era isn’t about who writes the code. It’s about how long the code...
⚡ Dev.to Engineering
Serverless DuckDB on Google Cloud, in your own project. Files on GCS, tables in BigQuery (read and write), what I measured, and what I learned.
⚡ Dev.to Engineering
Beyond chat with llamadart · Part 4 Dash missed it. Pip’s scarf is by the pond, and all he has is...
⚡ Dev.to Engineering
For financial technology institutions operating at enterprise scale, the initial wave of Generative...
⚡ Dev.to Engineering
By Ryan Swift Yesterday, Google finally released its Gemini 4 Argon model for public use. It’s...
⚡ Dev.to Engineering
Getting an LLM-powered feature to work in a demo takes an afternoon. But getting it to produce the...
⚡ Dev.to Engineering
A scan of the Slack channels for a recent private equity deployment of Clonal (our operational...
⚡ Dev.to Engineering
🎯 What You'll Learn Gemini 4 Native Architecture Leap: How to leverage Deep Reasoning...
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What actually shipped across Build, Scale, Govern, and Optimize — and what I'd tell a team starting...
⚡ Dev.to Engineering
Deeply understand the task at hand The biggest mistake teams make with agents is...
⚡ Dev.to Engineering
📄 Published Paper (Open Access on Zenodo): Autonomous Discovery of Unified Multi-Hazard Prediction...
⚡ Dev.to Engineering
Google has released the latest version in the Gemini family, Gemini 4 Argon, and I was fortunate...
⚡ Dev.to Engineering
Engineering deep dive into Gemini 4 Argon (77.9% DeepSWE v1.1 SOTA): building autonomous security/performance code auditors, stateful previous_interaction_id agent chains, and 1M-token TypeScript streams.
⚡ Dev.to Engineering
Gemma 4 E2B and E4B on a used RTX 3050 OEM in an old desktop, step by step: single-user speed, the full 131k context, concurrency, answer quality, and how it compares on price with laptop GPUs, ARM laptops, a T4 and a TPU v5e.
⚡ Dev.to Engineering
In audit, the opinion is the product, and an opinion is only as good as its basis. Being right isn’t...
⚡ Dev.to Engineering
We think the people who make software are endlessly interesting. We want to meet them, hear their...
⚡ Dev.to Engineering
Three engineering lessons from building a 1-billion-parameter foundation model for enterprise fraud detection.
⚡ Dev.to Engineering
We interviewed Al Chen for year's AI Engineer NYC event. Al is a Software Engineering Leader at...
⚡ Dev.to Engineering
I have had this interesting piece of psychedelic looking vinyl for some time. Today I finally found a...
⚡ Dev.to Engineering
Beyond chat with llamadart · Part 3 Pip’s scarf is missing. I wanted Dash to be able to fly over to...
⚡ Dev.to Engineering
Fourteen Apache-2.0 and MIT open-weight models that fit one TPU v5e chip, served one after another through vLLM on the same pinned image and scored on GSM8K and BFCL against Gemma 4 E2B. Qwen3-4B matches Gemma's accuracy at 0.57x its output, SmolLM3-3B and Granite 3.3 2B match it on tool calls, and Gemma keeps the lead on long prompts.
⚡ Dev.to Engineering
If you have been following me for a long time, you already know that I have been holding off on my...
⚡ Dev.to Engineering
Why your agents need their own identity Most teams run every AI agent under one shared...
⚡ Dev.to Engineering
Descubre cómo diseñar una interfaz TUI en Go con marcos Unicode (┌─┐ / ╔═╗), auto-descubrimiento de clusters Oracle RAC y flujos de mantenimiento guiados por flechas sin depender de Oracle Instant Client.
⚡ Dev.to Engineering
Many engineers rightfully view every step in a financial workflow as a potential point of failure,...
⚡ Dev.to Engineering
Anekha Sokhal spent nearly a decade trading energy derivatives at JP Morgan, then came to the US on a...
⚡ Dev.to Engineering
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 1: Touch Grass ...
⚡ Dev.to Engineering
You’ve read way too many versions of this paragraph already. Probably even this week: “In today’s...