When Your AI Agent Crashes at 2 AM, Google Just Gave You a Way to Fix It
This is a submission for the Google Cloud NEXT Writing Challenge TL;DR AI agents don’t just fail like traditional software. They fail because of how t…
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I Built an App to Steal $50M Back from Claude Code
If you'd told me a year ago that good manners were costing me money, I'd have laughed. I'm a developer. I use Claude Code every day — debugging, refac…
7 AI Gateway Platforms for Enterprise AI (And How They Compare)
Building LLM-powered applications starts simple. You pick a model, connect an API, and ship a feature. Maybe it’s a chatbot, a summarizer, or an inter…
Claude Code with Local LLMs and ANTHROPIC_BASE_URL: Ollama, LM Studio, llama.cpp, vLLM
Native Anthropic endpoints, tool-call compatibility, and context-window sizing for local Claude Code. Last tested: April 2026. See Changelog at the bo…
MCP Connects Agents to Tools. A2A Connects Agents to Each Other. Here's Why That Distinction Changes Everything
This is a submission for the Google Cloud NEXT Writing Challenge I've spent the past week digging into every major announcement from Google Cloud NEXT…
How I Revamped a Local Cram School Website Using AI (Claude, Gemini, and Codex)
Introduction I recently took on the challenge of modernizing the website for my parents' cram school in rural Japan. As an IT professional specializin…
The Automation Paradox: You Cannot Prompt Your Way Out of an Architecture Problem
The Automation Paradox: You Cannot Prompt Your Way Out of an Architecture Problem The Forum Is Always the Same Open any AI developer community right n…
Why Data Quality is Becoming More Important Than Model Size in Modern AI Systems
For years, progress in artificial intelligence was closely tied to scaling laws, where increasing model size, dataset size, and compute power led to c…
I built 33 free browser gaming tools with Next.js, Here's what I learned about SEO and PageSpeed
A few days ago I launched toolsbracker.com — 33 free browser-based gaming benchmark tools. CPS test, reaction time, WPM test, aim trainer, memory test…
Escaping the Containment Trap: Building Agentic Contact Centers with Amazon Connect and Bedrock
If you look at the operational dashboards of most modern contact centers, the metrics often paint a comforting picture: high containment rates and def…
Supabase Edge Functions Complete Guide — Serverless APIs with Deno & TypeScript
Supabase Edge Functions Complete Guide — Serverless APIs with Deno & TypeScript Supabase Edge Functions run on the Deno runtime at the global edge…
Prisma Broke at 570 Models. I Rebuilt Its Generator in 500ms.
Prisma didn't slow down. It didn't degrade. It just… stopped working. RangeError: Cannot create a string longer than 0x1fffffe8 characters That's not …
Claude Code Regression: How to Diagnose and Fix the Recent Quality Drop
Anthropic's postmortem reveals three regressions in Claude Code: reasoning effort, context retention, and verbosity changes. Here's how to diagnose an…
Win Big with the Google Cloud NEXT '26 Writing Challenge: $1,000 in Prizes Awaits!
Win Big with the Google Cloud NEXT '26 Writing Challenge: $1,000 in Prizes Awaits! Google Cloud’s annual NEXT '26 Writing Challenge is back — and with…
Supabase Edge Function Error Handling — Retries, Logging, and Idempotency
Supabase Edge Function Error Handling — Retries, Logging, and Idempotency Design patterns to prevent errors from being swallowed silently in productio…
Supabase Stripe — Implement Subscription Billing with Edge Functions
Supabase × Stripe — Implement Subscription Billing with Edge Functions Build a monthly subscription system with Stripe and Supabase Edge Functions. Ar…
Tutorial: Build Long-Term Memory in AI Agents with LangGraph and Mem0
This article was written by Adrian Payong (AI Consultant and Technical Writer) and edited by Shaoni Mukherjee (AI Technical Writer, DigitalOcean) Key …
Multi-Model LLM Orchestration with OpenRouter
Multi-model LLM orchestration is the practice of routing AI requests to different models based on what each task needs — speed, cost, reasoning depth,…
Adding Semantic Search to Your Postgres App with pgvector
pgvector is a Postgres extension that adds vector storage and similarity search to an existing database, so you can run semantic queries directly agai…
What Is MCP and Why Should Developers Care?
MCP (Model Context Protocol) is an open standard that lets AI models connect to external tools and data sources through a single, consistent interface…
Agentic Web Email Infrastructure
Your agent is three steps away from completing a registration. It filled out the form, submitted it, and got a 200 OK back. The service responds: "Che…
Can AI Agents Communicate Across Different Networks Without APIs?
AI agents can communicate across different networks without centralized APIs by utilizing Pilot Protocol. This userspace overlay network bypasses stri…
How to Use Cursor's Composer 2, Gemini, Grok & More in Claude Code as Another Dev
Why I stopped trusting Claude to review Claude. 8 prompts I run instead. TL;DR: Install Cursor's CLI, then npx skills@latest add Vesely/skills/cursor-…
From Code Generation to Message Injection: Richard Seroter's AI Evolution (and What It Means for Us)
From Code Generation to Message Injection: Richard Seroter's AI Evolution (and What It Means for Us) By HARDIN Richard Seroter has a habit of building…
I compared 4 Chinese AI models against GPT-4o and Claude — the price gap is absurd (2026)
While OpenAI and Anthropic dominate English-language AI discourse, Chinese AI labs have been shipping cutting-edge models at a fraction of the price. …
The Cloud Just Got a Brain. Google NEXT '26 Changed Everything.
This is a submission for the Google Cloud NEXT Writing Challenge "The Agentic Cloud." Two words. Thomas Kurian said them. And 40,000 developers in Las…
The Sous Chef Who Guesses in Batches
When Waiting Becomes the Problem You are sitting in a restaurant, watching the kitchen through a pass-through window. The head chef — meticulous, auth…
Founder Patterns That Kill a Launch – And What AI Has To Do With It
I learned the hard way that partnering with people with no technical background, who want to build startups, isn't always what you'd expect. They usua…
OpenKairos: Open Implementation of the Leaked KAIROS Architecture
The Context The most interesting part of the leak wasn’t model weights or APIs—it was architecture. Specifically, the idea of a persistent daemon: a s…
Behind the Scenes of a Self-Evolving AI: The Architecture of Tian AI
Behind the Scenes of a Self-Evolving AI: The Architecture of Tian AI Ever wondered what it takes to build an AI system that doesn't just process queri…