The Model Context Protocol MCP ecosystem is growing fast. Thousands of servers now expose tools that AI agents can call — calculators, databases, search engines...
!Cover image for I built a Bitbucket CLI — and it convinced me CLIs beat MCP servers for AI agentshttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=...
I have been experimenting with using Claude Code for hardware development over the past few weeks. I looked at some projects that use Claude similarly to how on...
SPICE simulation → oscilloscope → verification with Claude Code I have been experimenting with using Claude Code for hardware development over the past few wee...
Overview The launch of the Agent Development Kit ADK for Go 1.0 marks a significant shift from experimental AI scripts to production‑ready services. The new ve...
Overview Google DeepMind has launched Gemma 4, a family of state-of-the‑art open models designed to enable multi‑step planning and autonomous agentic workflows...
Google I/O 2026 Livestream Schedule The Google I/O schedule is here! Tune in May 19–20 as we unveil Google’s biggest updates across AI, Android, Chrome, and Cl...
APRIL 16, 2026 In the rapidly evolving landscape of large language models LLMs, pre‑training is only the first step. To transform a base model into a specialize...
Every Interaction with an AI Starts from Zero You open a new conversation, paste your system prompt, explain your context, get part‑way through something usefu...
I'm the solo dev at Moss Piglet, a bootstrapped public‑benefit company. I've been building Metamorphic — a habit and self‑improvement tracker where all personal...
The Trap Nobody Talks About Some odd kind of lazy creeps in once AI code assistants enter the scene—worse than just grabbing stuff from Stack Overflow ever was...
The Problem With Traditional Fraud Detection Most legacy fraud systems were built around: - Static rule engines - Batch processing - Post‑transaction analysis...
Why Horse Racing? Horse racing data is rich, structured, and updated daily — a perfect playground for building an automated AI prediction pipeline. I built one...
Why Build This Amazon just launched “Rufus Buy for Me” — an AI that browses and purchases for you. The counter‑move for a personal‑finance app? Make the AI wor...
Abstract We present SIR‑Bench, a benchmark of 794 test cases for evaluating autonomous security incident response agents that distinguishes genuine forensic in...
Our readers read next !France, Germany split on potential US role in European plans to help secure Hormuzhttps://www.politico.eu/cdn-cgi/image/width=380,height=...
Problem Overview When we pushed our microservice architecture to handle 10× traffic, the first sign of trouble was an intermittent 502 error that only appeared...
!Cover image for The 'Privacy-First' Mirage: Why Your Analytics Hash is Still Fingerprintinghttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,...
How Machine Learning Helps Machine learning systems identify patterns in large datasets using statistical algorithms. They categorize, classify, and predict ou...
Overview LLM agents excel in the moment but are amnesiac by design. Mnemostroma is a local daemon that sits between you and your agents, silently watching conv...
In this paper, we focus on automating two of the widely used Verification and Validation (V&V) activities in the Software Development Lifecycle (SDLC): Soft...
TorchTPU is a new engineering stack designed to provide a native, high‑performance experience for running PyTorch workloads on Google’s TPU infrastructure with...
16th April 2026 For anyone who has been taking my pelican riding a bicycle benchmarkhttps://simonwillison.net/tags/pelican-riding-a-bicycle/ seriously as a robu...
Agent skills are reshaping how developers work with AI coding agents. Today we’re launching gh skill, a new command in the GitHub CLI that makes it easy to disc...
Overview We’re releasing a major update to Codex, making it a more powerful partner for the more than 3 million developers who use it every week to accelerate...
Major Update Overview We’re releasing a major update to Codex, making it a more powerful partner for the more than 3 million developers who use it every week t...
The Setup I'm building a Flutter Web + Supabase app called Jibun Inc. — an AI life‑management hub that absorbs the features of 21 competitors Notion, Evernote,...
We recently helped a recruiting agency debug a painful problem: their ATS was silently rejecting nearly half the resumes coming through their pipeline. The cand...
An MCP server for content publishing turns your AI assistant into a publishing pipeline. You write a markdown draft, the assistant calls the server's tools, and...
What Traditional Servers Are Designed For Traditional servers are built to handle: - Web applications - Databases - File storage - Enterprise applications Thes...
Source Japan implements language proficiency requirements for certain visa applicantshttps://www.japantimes.co.jp/news/2026/04/15/japan/society/jlpt-visa-requi...
APRIL 16, 2026 In the rapidly evolving landscape of large language models LLMs, pre‑training is only the first step. To transform a base model into a specialize...
The Problem Every Monday morning, the same ritual plays out on engineering teams everywhere: - Open Jira - Check what moved overnight - Copy ticket statuses in...
We’re sharing insights into Meta’s Capacity Efficiency Program, where we’ve built an AI agent platform that helps automate finding and fixing performance issues...
Building AETHERIS in Public — Day 47 Phase 8: The Expanding Core AETHERIS grows beyond its initial architecture. New primitives, new chains, new value. The on‑...
We’re sharing lessons learned from Meta’s post‑quantum cryptography PQC migration to help other organizations strengthen their resilience as the industry transi...
I'm thinking about in-person events more and more these days, so I'm curious — what brings you by a conference booth? What’s a good experience or design you’ve...
Code optimization remains a core objective in software development, yet modern compilers struggle to navigate the enormous optimization spaces. While recent res...
Claude Opus 4.7, Anthropic’s latest Opus model, is now rolling out on GitHub Copilot. In our early testing, Opus 4.7 delivers stronger multi‑step task performan...
Generative AI is changing how research software is developed, but rapid AI-assisted development can weaken continuity, traceability, and methodological clarity....
Overview I trained a transformer in HyperCard—1,216 parameters on a 1989 Macintosh. It took a while, but it works. Implementation MacMind is a complete transfo...
Event Details - Date: May 6, 2026 - Time: 10:00 AM PT - Registration: Register Now Description To stay competitive, enterprises must balance the rigorous deman...
Overview Multi-tier exact‑match cache for AI agents backed by Valkey or Redis. LLM responses, tool results, and session state are stored behind a single connec...
Android apps are built on APIs that abstract core Android system functionalities. These APIs are officially documented in multiple files distributed with the An...
- Article URL: Unexpected €54k billing spike in 13 hours – Firebase browser key without API restrictions used for Gemini requestshttps://discuss.ai.google.dev/t...
The Unexpected AI Bill A few months ago I opened an AI bill and had that little stomach‑drop moment. I had been using models like they were free—a few prompts...
In a machine learning pipeline, the quality of feature engineering directly determines the prediction ceiling of the final model. However, as data scales from g...
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