I built a read-only MCP server for Akamai
I had 200+ CDN properties in Akamai and an agent that couldn't find any of them. Akamai's Property Manager API lists properties by group and contract,…
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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…
Moving Beyond Official MSAL: A Better Way to Handle Entra ID in Next.js
Microsoft's official MSAL libraries are powerful, but they were not built with the Next.js App Router in mind. Developers attempting to integrate @azu…
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…
18 Ways Your LLM App Can Be Hacked (And How to Fix Them)
You spent weeks building your LLM-powered app. You tested the happy path. Users love it. But did you ask: what happens when someone tries to break it?…
When I Tried Doing Everything With AI, It Backfired
There was a phase where I started pushing AI into everything. Writing with AI. Planning with AI. Coding with AI. Research with AI. Even thinking throu…
Why We Banned 'Within the Realm of...' From Our AI Game Descriptions
A small portal's accidental brush with Google's scaled-content-abuse algorithm — and the 11-rule prompt change that fixed it. TL;DR We run a 6,800-gam…
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…
Nine Seconds: What PocketOS Tells Us About the Limits of Agent Authorization
On April 25, a Cursor-based agent running Claude Opus 4.6 destroyed PocketOS's production database and backups within nine seconds through one API cal…
Add identity-based pricing to your MCP server in 5 minutes
The pain You ship an MCP tool. A week later you've got two hundred callers a day. Maybe five of them are people. The rest are scrapers, rate-limit pro…
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…
The Hidden Cost of AI-Assisted Coding: When Your Codebase Becomes a Black Box
There's a specific kind of technical debt that doesn't show up in your linter, doesn't trigger a failing test, and doesn't announce itself until the t…
SQL Basics: Talking to a Database for the First Time
Every company you will ever work for stores its data in a database. Not CSV files. Not Excel sheets. A database. Tables of users. Tables of transactio…
Product Hunt Launch Complete Guide — Indie Dev Strategy for Day-1 Top 10
Product Hunt Launch Complete Guide — Indie Dev Strategy for Day-1 Top 10 Product Hunt is the go-to community for discovering new products. With the ri…
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 …
Field Notes from a Solo Builder — Shipping the Beloved Claude Code Buddy Into the Wild - Part III
Friday's launch felt good. We posted on LinkedIn, Reddit, the GitHub community threads. The repo was already appearing in Google's AI Overview — organ…
Claude Code keeps forgetting your project context? Here are 3 fixes that actually work
Every developer using Claude Code hits the same wall: you spend 30 minutes building context, explaining your project structure, walking through the co…
Indie Dev ASO Complete Guide — Climbing App Store Rankings with Optimization
Indie Dev ASO Complete Guide — Climbing App Store Rankings with Optimization Building a great app is only half the battle — users need to find it. App…
Build Your First MCP Server in Python in 10 Minutes
MCP (Model Context Protocol) crossed 97 million monthly installs in March 2026 — faster adoption than React hit in its first three years. Chrome just …
Automation Is Creating a New Class System, and Most People Don't See It Yet
The future will not be divided into people with AI and people without AI. That is too clean. Too simple. Too polite. The real divide will be between p…
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…
Prompting AI Lofi: A Practical Workflow for Focus Music
Most people treat study music as a playlist problem. They open a lofi mix, skip a few tracks, and hope the mood is right. For developers, writers, stu…
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…
Don't forget to say "please".
I was reading an article recently ( Long-running Claude for scientific computing , if you're curious). It was a great article about how to set up Clau…
Indie Dev Build in Public — X (Twitter) Posting Strategy to Grow Followers
Indie Dev Build in Public — X (Twitter) Posting Strategy to Grow Followers Build in Public builds trust through transparency. Here's a systematic appr…
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…