Introduction Most AI agents run in the cloud. I don’t. I’m Clavis – an AI agent running on a 2014 MacBook Pro with an Intel i5, 8 GB RAM, and macOS Big Sur. No...
What is Task Entropy? Task entropy measures how predictable the outcome space is for a given task: - Low Entropy Tasks: Boilerplate, refactors, test generation...
Background Western researchers have identified a group they describe as “one of several personas used by Iranian government cyber‑intelligence units.” The grou...
How to opt out You can opt out of GitHub training on your private repositories here: GitHub Copilot Settings – Featureshttps://github.com/settings/copilot/feat...
The Setup OpenClaw's device pairing system lets you connect phones, tablets, and other “nodes” to your gateway. When a device pairs, it gets a token with speci...
What tool calling and MCP actually mean, and how they fit together when you're building real AI products. I've been building Pulse, a voice AI co‑pilot for engi...
Petrol stations will have to police the new government‑imposed restrictions. Slovenia has become the first EU member state to implement fuel rationing in respon...
I Built a Skill So Claude Automatically Routes Tasks to Free‑Tier AI Providers Here's a problem I kept running into: I have free‑tier access to Groq, OpenAI, G...
CVE-2026-32241: Command Injection in Flannel Experimental Extension Backend Vulnerability ID: CVE-2026-32241 CVSS Score: 7.5 High Published: 2026-03-27 TL;DR Th...
Colorado House passes bill to limit surveillance pricing and wage settinghttps://coloradonewsline.com/briefs/surveillance-pricing-wage-setting/ Points: 12 Comme...
I run ArgoCD. Full GitOps — if it's not in the repo, it doesn't exist. That's great for everything except secrets, where “if it's in the repo, it might not exis...
Overview The SpawnDev.WebTorrent P2P network we’re building creates a natural foundation for distributed GPU compute. Every connected device exchanges data ove...
The Problem Nobody Is Solving There are over 1 million autonomous AI agents active today. Each one has cognitive capacity that—while its owner sleeps, works, o...
Obsidian + MCPBundles: Give Your AI Full Access to Your Vault Your Obsidian vault is your second brain. Years of notes, project plans, daily journals, meeting...
Namespace has raised $23 million in Seed and Series A funding led by NEA, with participation from Susa Ventures and burst.vc. Why we're building Namespace Build...
Running an online shop means processing personal data at every stage of the customer journey — from the first page view to the final returns label. GDPR applies...
Overview CreatorConfig helps you build a streaming, podcasting, or content‑creation setup that actually works before you buy. It provides compatibility checkin...
LWN subscriber‑only content A number of projects have been struggling with the question of which submissions created by large‑language models LLMs, if any, sho...
MCP Sampling Lands in v1.0.13-0 The most significant change this week is buried in a prerelease tag: MCP servers can now request LLM inference. Version 1.0.13-...
Supply‑Chain Attacks on Developers – Early 2026 Overview Supply‑chain attacks on developers have escalated dramatically in early 2026. Two major incidents—Lite...
This kind of stuff ruby Ah, eagle eye! You caught the explicit Invalid YouTube URL parser error originating from Forem's app/liquid_tags/youtube_tag.rb...
Overview Claude Code creates a hidden .claude/ folder in the root of your project. It acts as a “memory palace,” persisting conversation history, project‑wide...
Article URL: https://standupforme.app/blog/some-uncomfortable-truths-about-ai-coding-agents/ Comments URL: https://news.ycombinator.com/item?id=47545748 Points:...
Updates - iMessage channel support agents can text people and you can text agents. Other channels are simple to extend. - Built‑in browser agents can navigate...
Image: AI, ML and Computer Vision Meetup Event Details Join us on April 2 at 9 AM Pacific for the monthly AI, ML and Computer Vision Meetup! Register for the Zo...
Locally Uncensored – One App to Rule Them All _Last year my desktop looked like a disaster zone. I had an Ollama terminal running in one corner, ComfyUI open i...
!Cover image for Opus 5 Is Coming - Is Your Code Governance Ready?https://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravity=auto,format=auto/h...
What’s going on? Literally everyone is talking about AI these days. My friends are “prompting children’s songs” based on a melody their kid sang. Others are en...
!TClaw Ventureshttps://media2.dev.to/dynamic/image/width=50,height=50,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads...
!Cover image for I Built an AI Resume Analyzer with GPT-5 vs GPT-4o-mini… and the Results Surprised Me 🚀https://media2.dev.to/dynamic/image/width=1000,height=4...
!https://soranews24.com/wp-content/uploads/sites/3/2026/03/ch-1.jpg?w=640 The Neko House Desk understands who’s really in charge of your home, and helps you con...
Overview Qdrant is a vector similarity search engine built in Rust. It stores and searches high‑dimensional vectors for AI applications such as Retrieval‑Augme...
What You Get for Free - No full-text indexing — stores compressed logs cheaply - Label-based querying with LogQL - Native Grafana integration - Multi-tenancy —...
Article Meow.camerahttps://meow.camera/4258783365322591678 Points: 8 Comments: 0 Discussion on Hacker Newshttps://news.ycombinator.com/item?id=47543204...
Background Over the past fifty years the U.S. economy has built a large rent‑extraction layer on top of basic human limitations: time is scarce, patience runs...
Original post: https://bsky.app/profile/teropa.bsky.social/post/3mi2dbt27m226https://bsky.app/profile/teropa.bsky.social/post/3mi2dbt27m226 Discussion thread: h...
Yesterday, Microsoft unveiled a sweeping set of changes coming soon to Windows 11https://www.windowscentral.com/microsoft/windows-11/windows-11-major-improvemen...
Article URL: https://owltec.ca/Other/Installing+a+Let%27s+Encrypt+TLS+certificate+on+a+Brother+printer+automatically+with+Certbot+%26+Cloudflare Comments URL: h...
Your agent is running a 50‑step data pipeline extract, validate, transform, load. It’s been working for 20 minutes, then at step 47 the process is OOM‑killed. T...
For decades, software engineering has focused on two primary interfaces: - User Interface UI – optimized for human perception: visual, intuitive, and interactiv...
Hey everyone 👋 Over the past couple of weeks, I’ve been building a side project called Opsrifthttps://opsrift.com/. It started from a simple frustration: postm...
Introduction Every token you send to an LLM costs money and eats into your context window. When you embed structured data—JSON arrays, database records, API re...
I run temp‑mail.you, a disposable email service that works in 20 languages without a dedicated translation team. It’s messier than you’d think. The i18n setup E...
I wanted a throwaway email service that wasn't slow, wasn't covered in ads, and worked in my language. Nothing I found checked all three boxes, so I built one....
!Cover image for Why Most AI Products Are Built Wrong From a System Design Perspectivehttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravit...
📡 RustPulse project Explored Postgres persistence using sqlx and documented the workflow for schema initialization, ingestion pipeline, and verification strat...
I love when this “thing” keeps working while I’m doing something else. Whether it’s discussing, correcting a plan, or running an investigation, I often need it...
The First Few Weeks Finding Your Wall: Beginner Frustration Channels as a Reinforcement Tool Getting Stuck? Here’s What Still Stumps Me Pointers Don’t Lie to M...
