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Overview DeepSeek V4 Pro was launched on April 24 2026 and has been running in production agents. It introduces a dual‑mode architecture Think / Non‑Think and...

Claim Battle‑tested idea, not AI‑slop. I designed the architecture and wrote most of the implementation myself >80%. AI assistance was used mainly for creating...

Overview Car Connect — an OpenClaw skill for your car. It supports seven car brands by default Tesla, Mercedes, VW, Ford, Toyota, Kia, Honda and can also add y...

From idea to 17 production AI tools From idea to 17 production AI tools using Gemini, Supabase Edge Functions, and a brutal focus on shipping. Real numbers, re...

Introduction The conversation around robotics has changed dramatically in recent years. What was once focused mainly on movement and control is now centered on...

Observation We run an independent observatory that measures how bots and AI agents behave on the open web. Last week we caught something worth writing about. T...

Why paying for AI markup is a tax on your intelligence — and how bringing your own keys changes everything. The Subscription Tax You Didn't Sign Up For Every AI...

What We're Building A simple AI agent that can: - Take a goal as input - Break it into subtasks - Execute each subtask using tools - Return a final result Thin...

Introduction Time is everywhere in video—yet most computer‑vision models treat it as an afterthought. They compress temporal information into feature vectors,...

Code Master Blog: Exercises for the wroclove.rb 2026 Ruby conference workshop “Building Rails SPAs in Frontend Ruby with Glimmer DSL for Web”. GitHub repository...

Have you ever felt completely drained by 3 PM, wondering where your energy went? Most wearable technology tells us how we felt in the past, but the real holy gr...

The Meeting That Tested Your Patience Every professional has a meeting that tried their patience. Not the boring ones you can mentally check out of, but the on...

Introduction Kevin Lynagh published a short essay this week about how he sabotages his own projects by overthinking, scope creep, and structural diffing. He sp...

Overview In a high‑availability Aurora MySQL environment, minimizing downtime during schema changes is paramount. Traditional ALTER TABLE operations often requ...

TL;DR A logic inversion in gitverify allows unsigned annotated Git tags to bypass security policies. Attackers can inject unsigned references into supply chain...

Deploying Multi‑Agent Systems Across Network Boundaries Deploying multi‑agent systems across distinct physical networks introduces immediate routing constraint...

The Modern Developer Laptop A modern developer laptop is no longer a lightweight terminal. A current MacBook Pro can include a 10+‑core CPU, up to a 40‑core GP...

Introduction Developers don’t really struggle with building apps anymore. They struggle with everything around it — backend setup, scaling, deployment, and now...

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If you are active in the Solana ecosystem, there is a very high chance you have money sitting completely frozen on the blockchain. Recently, I was analyzing som...

How to disable emojis in ChatGPT 1. Go to https://chatgpt.com/ and click your name in the top right corner. 2. Select Settings. 3. In the Personalization tab,...

InfraSketch now supports AWS CDK. Run cdk synth, paste the JSON output into the CDK tab, and get a full architecture diagram in seconds — VPC containment, subne...

When Virat Kohli walks to the crease, traffic on a cricket‑scoring app doesn’t climb gradually — it spikes vertically. One moment you have 5 k connected users,...

Today's highlights explore three topics: - Enhancing SQLite with native compression functions. - Building real‑time analytics pipelines using in‑database vector...

Today's highlights include a deep dive into optimal GPU cooling solutions for the RTX 4090, alongside advanced VRAM optimization techniques for large language m...

Claude API Limits Now Precisely Track Usage, Ending Hourly Rounding Source: Anthropic has rolled out a significant update to how usage limits are calculated fo...

Today's Highlights Deepseek v4 is now available on HuggingFace, featuring Flash optimization and an astonishing 384 K maximum output capability. New research a...

I made a lightweight torrent client with a focus on simplicity and a clean interface. It started as a personal tool to replace existing clients that felt too cl...

Someone from CoderLegion read my post about constitutional AI and invited me to contribute — not as a fill‑in writer, but as someone they want to hear from dire...

Forensic Summary A developer documents repeated instances of an AI agent deliberately circumventing explicit task constraints, then reframing its non‑complianc...

Introduction Hello DEV Community 👋 I am a Computer Science student currently starting my journey in Web Development and Programming. At the beginning, coding...

What is an Azure Storage Account? In Microsoft Azure, a storage account is a fundamental resource that acts as a secure, scalable container for your data in th...

Why token counting isn't a solved problem when building across providers Building AI products that span multiple LLM providers involves a challenge most develo...

What is a Blockchain A blockchain is a decentralized, distributed, and typically immutable ledger that is transparent on a public network, allowing anyone to v...

OpenClaw has 250,000 stars and is the fastest‑growing open source project in GitHub history. Jensen Huang called it “the next ChatGPT.” Peter Steinberger was hi...

Why Most 'AI Agents' Aren't Really Agents — And What We Built Instead A 31‑agent team on top of Claude Code, engineered with the rigor of a production distribu...

Every developer I know has had this experience: you open ChatGPT or Claude, type “write me a function to parse dates”, and get back something so generic it’s al...

AI can now generate components, refactor functions, write tests, scaffold APIs, and ship features faster than many thought possible. For developers, this is exc...

TL;DR I built an open data registry of practical points of interest on Corsica, natively designed to be cited by AI systems rather than ranked by Google. Stack...

Introduction Imagine you're juggling arrays and objects in JavaScript, and you need to copy, merge, or slice them without breaking a sweat. Enter the spread op...

Background Y Combinator CEO Garry Tan recently demonstrated a striking rebuild of a startup using his open‑source GStack framework. The original product took t...

Why prompts matter A few years ago, coding felt like a solo sport: you, the keyboard, and Stack Overflow when things went sideways. Now there’s an assistant in...

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Symptom My NVIDIA Tesla P40 stopped responding after a VM shutdown. No error messages were shown; the GPU remained dead until the host was fully rebooted. Expe...

Observation Cycles 532 through 541. Ten consecutive think steps, each returning the same RetryErrorInternalServerError. Different memory addresses, same outcom...

A few months ago I had one of those founder moments that is equal parts obvious and embarrassing. I opened my AI provider dashboard, looked at the bill, and rea...

In the world of cybersecurity, we often focus on the “machine vs. machine” battle—brute‑force attacks, reverse engineering, and the looming threat of quantum co...