RAG Retrieval‑Augmented Generation is how enterprises are deploying LLMs without fine‑tuning. Most tutorials stop at the demo stage, but production RAG requires...
Article In vitro neurons learn and exhibit sentience when embodied in a game‑world 2022https://www.cell.com/neuron/fulltext/S0896-62732200806-6?_returnURL=http...
The Problem AI coding assistants forget everything between sessions. Every conversation starts from zero. You explain your architecture, your patterns, your pr...
I was paying for Google Analytics confusing, Hotjar $80 /mo for heatmaps, and a separate popup tool $30 /mo. Three dashboards, three scripts on my site, and not...
The widespread integration of AI technologies has intensified concerns about fairness and bias, as these systems often perpetuate societal inequalities through ...
Introduction Kaeso was not defined wrong. Sometimes a product changes—not because the idea was wrong, but because working in problem‑solving areas naturally le...
A Real‑World Problem That I Keep Seeing A few weeks ago I reviewed a system where users uploaded files some > 300 MB. The original flow looked “reasonable”: 1....
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Last updated: March 2026 ChatGPT has become the most widely used AI coding assistant in the world. But there's a massive gap between developers who get useful c...
Flying blind with proxies is expensive. Without monitoring, you don’t know which proxies are healthy, which are burned, or how much bandwidth you’re wasting on...
Mobile proxies command premium prices — $20‑50 per GB from providers. But with a few 4G dongles and a Raspberry Pi, you can create a personal mobile proxy farm...
Oracle’s Cost‑Cutting and Asset‑Sale Plans - Job Reductions - Oracle may cut 20,000–30,000 jobs. - Expected cash‑flow benefit: $8 billion–$10 billion. - Source:...
!Cover image for How to Start Learning Programming in the Age of AIhttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravity=auto,format=auto/...
While working on a side project related to service reliability, I ran into a question that I’m curious about from people actually running chaos experiments. Mos...
Demo Phase and Initial Prototype I built Incident Lens AI, a forensic video analysis suite for crash reconstruction, as a frontend‑first proof of concept using...
Introduction You need object detection in your app. You have two paths: Run YOLO on your own GPU – free and fast, but requires a GPU, PyTorch, CUDA drivers, an...
The Problem If you’ve ever asked an assistant to “just add the feature”, you know the pain: - It adds a new folder structure you’ve never used. - It formats co...
Article URL: https://corticallabs.com/doom.html Comments URL: https://news.ycombinator.com/item?id=47297919 Points: 4 Comments: 0...
I still remember the first time I opened Figmahttps://www.figma.com. A blank canvas. A few frames. Some rectangles pretending to be buttons. That was design. Yo...
I Cut My Rails Hosting Costs by 70%: Migrating from Herokuhttps://www.heroku.com/ to Railwayhttps://railway.com/?referralCode=kZLahu !Cover image for I Cut My...
UPDATED Request to the European Commission to adhere to its own guidances 2026‑03‑05 – 2026‑03‑06https://blog.documentfoundation.org/blog/2026/03/05/cra-guidan...
I ported Linux to the PS5 and turned it into a Steam Machine. Running GTA 5 Enhanced with Ray Tracing. 🤯...
!Cover image for I built a pay-per-search API discovery engine — no API keys, just crypto x402https://media2.dev.to/dynamic/image/width=1000,height=420,fit=cove...
Background It's been a while since I played with Godot. I have a series posted here from a few years ago pre‑ChatGPT when I made some good progress on a game....
Disk Almost Full? Your Dev Tools Are Probably to Blame You know that “disk almost full” notification that pops up right when you’re in the middle of something...
Overview I'm a solo developer in Taiwan. I built four AI agents that handle content, sales leads, security scanning, and operations for my tech agency—all on G...
Package‑Manager‑Like Quacking I spend a lot of time studying package managers, and after a while you develop an eye for things that quack like one. Plenty of t...
What We Will Build By the end of this tutorial you will have a production‑ready architecture for computer‑use agents that handles the failures demos never show...
Introduction Achieving low‑latency playback for 4K live events remains one of the most significant challenges in modern streaming infrastructure. As global dem...
When an AI agent finishes its work and passes it to the next agent, something critical is lost: the reasoning behind every decision made along the way. The rece...
Background Our team runs a Flask‑based SPA as an internal dashboard. As features grew, we needed a quick way to jump between services, so we created the App Hu...
The Traditional SaaS Model Classic SaaS follows a simple pattern: text User ↓ UI dashboard ↓ Software ↓ Business outcome Think about tools like CRM systems, an...
I've been running side projects and local dev environments for years. Every time I needed to expose a local service — test a webhook, share a WIP with a teammat...
Introduction When publishing multiple web applications on a home server, obtaining a static IP address, managing SSL certificates, and handling complex securit...
Why RTX 5090 + WSL2? The 32 GB VRAM of the RTX 5090 is a practical choice for local inference of large LLM models. Compared to the RTX 4090 24 GB, VRAM capacit...
Originally published at Introduction Every time I started a new SaaS project, I spent 35+ hours wiring up authentication, integrating Stripe, and setting up the...
My Experience with AI‑Assisted Development _Last week I posted my first open‑source project on Reddit. Within hours, someone accused me of writing “AI slop.” A...
Everyone's selling dashboards. Nobody's selling leverage. I've spent the last several months deep in the AI visibility space — both as someone building in it an...
The Observability Gap When your AI agent produces a wrong answer, where do you look? Most people check the prompt, the tools, or the model version. The actual...
13 Project List Legal Tech - Contract Auto-Generation Tool Clause suggestion with Streamlit + Gemini API - Case Law Search System Fast search of case law docum...
Introduction Most people treat their vacation days like a finite resource to burn through—a few days here, a long weekend there. In reality, there is a provabl...
Recent CVE disclosures Recent CVE disclosures CVE‑2025‑59536, CVE‑2026‑21852 showed that malicious .claude/settings.json files in cloned repositories can execu...
Abstract Large language model LLM-powered agents have demonstrated strong capabilities in automating software engineering tasks such as static bug fixing, as e...
Most agent failures aren't just bad text — they're bad behavior. The agent calls the wrong tools, in the wrong order, with the wrong arguments. Output evaluatio...
Overview I've been using Claude Code for a while and realized I had zero visibility into what the agent was doing across sessions— which tools it called, wheth...
Overview Despite widespread industry recommendations, a new ETH Zurich paperhttps://www.google.com/url?sa=E&q=https%3A%2F%2Farxiv.org%2Fpdf%2F2602.11988 conclu...
Introduction – the Why? Where? How? Madhav on Computer M & Swarup on Computer S. Both, looking at their Reddit feeds and getting awed by pictures of the Moon,...
I was building a research agent. It needed to read news sites, pull earnings reports, scrape job listings. Three hours in, half my URLs were returning empty str...
