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Why Explainable Model Routing Belongs at the Gateway Layer
Model routing is only useful in production if developers can inspect, replay, and override the tradeoffs behind it. That makes explainability a gateway problem, not just a router p...
MCP vs Direct API Calls — My Agent Stack Has Zero MCP Servers
Every guide says agents need MCP. My self-hosted stack runs on direct API calls. The real decision has two gates: relevance and worth.
I just gave AI agents write access to Shopify stores. Here's everything standing between them and disaster.
An AI agent that can only read your store is a dashboard. One that can write is useful — and dangerous. The five guardrails that let me ship writes without losing sleep.
How I Built an FTIR Analysis Platform with Claude (and What I Learned About AI-Assisted Development)
DEV.to Article: How I Built an FTIR Analysis Platform with Claude Title: How I Built an...
I built a voice AI platform that hits 442ms latency. Here's the full architecture.
Most voice AI tutorials end at "call the ElevenLabs API." That's not a platform. That's a demo that...
Building NotesGPT: An Offline-Capable AI Study Assistant with RAG, Local LLMs, and WebGPU
We all know the feeling. Exams are approaching, notes are scattered across PDFs, handwritten...
How we built AIventure, an AI-Powered Retro Dungeon
Grab a refreshing slice of cold watermelon (because it’s summer in Tokyo and I love it!), and let me...
Gemini 3.5 Live Translate
Latest audio model for live speech-to-speech translation Discussion | Link
The expensive part of selective doc fetching isn't the files — it's the commits
In my last post I argued for resolving before you fetch: use the doc manifest to figure out which 50...
Links that don't break when your docs move
Here's a problem that sounds trivial until you've felt it at scale: you publish a documentation page,...
ChatGPT Is Getting Its Biggest Upgrade Ever
ChatGPT may be about to get its biggest overhaul ever. OpenAI is reportedly turning it from a simple chatbot into a full AI super ...
A Farmer Donated Land to Turn into a Park. The City Is Building a Massive Data Center Instead#ai #datacenters #datacente...
A Farmer Donated Land to Turn into a Park. The City Is Building a Massive Data Center Instead#ai #datacenters #datacenter https://www.404media.co/a-farmer-donated-land-to-turn-into...
The Spec That Doesn't Lie
A Level 5 Engineer — Issue #5 Preface I want to be upfront about something before we get...
AI News 9th June 2026
Daily AI news update! The latest in artificial intelligence, delivered fast. #roblox #robloxrant #relatable #memes #gugugaga ...
Extending a Live Institutional Trading Platform Without Breaking It
The most dangerous move on a regulated fintech system? Assuming you understand it before you actually...
The Contract That Survives the Agent
A Level 5 Engineer — Issue #4 Preface I want to be upfront about something before we...
How realistic is to host your own #claude / #chatgpt alternative locally (for programming)? Is the cost of hardware and/...
How realistic is to host your own #claude / #chatgpt alternative locally (for programming)? Is the cost of hardware and/or quality of results not worth it or is it pretty feasible?...
RikEcoCode-Pro
RikEcoCode-Pro is a client-tier green tech analyzer calculating wasted CPU cycles & energy saved...
🕹️ Acclaim Are Releasing The SSX Tricky Successor We All Deserve🤝Like our website? Support us as an independent publishe...
🕹️ Acclaim Are Releasing The SSX Tricky Successor We All Deserve🤝Like our website? Support us as an independent publisher by tipping, joining our paid community or checking out our...
【実体験】ログ/監視のコスト爆死あるある5選と回避策
ログ/監視のコスト爆死あるある5選と回避策 結論から言うと、個人開発のオブザーバビリティ破産はほぼ全て「取り込み量(ingest)課金」で起きる。 Datadog/New...
AI, Nvidia Chips, Infra, China & Railways: 12 Years of Modi Govt's Hits & Misses | Ashwini Vaishnaw
12 Years of the Modi Government, India has changed in many ways. From new highways, airports and railway projects to UPI, ...
Why my first RAG system hallucinated (and how I fixed it)
It started innocently enough. I needed a way to let my team ask questions about our sprawling...
I ran 4 AI agents on yesterday's PRs. Two real security bugs surfaced.
After every coding session I run a 4-agent parallel audit on the diff I just shipped. A recent...