AI Agent Architecture: Why Process-Level Resilience Beats Proxy Gateways
The Great AI Architecture Debate When building reliable AI agents, there are two dominant approaches. Approach A: Proxy Gateway (LiteLLM, Braintrust, …
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NeuralBridge: Self-Healing SDK for LLM-Powered AI Agents - Getting Started in 5 Minutes
What is NeuralBridge? NeuralBridge is an embedded SDK (not a gateway) that makes your AI agents resilient against LLM failures. It runs inside your Py…
The Best Platform for Learning Programming in 2026 Isn't What You Think
Every year, millions of students open YouTube, find a Python tutorial, watch three hours of someone else coding, and then close the laptop feeling lik…
Как я подключил Obsidian к LLM через MCP и перестал копировать заметки вручную
Привет, Хабр! Хочу поделиться небольшой историей о том, как я в очередной раз поймал себя на странном действии: открыл Obsidian, нашел нужную заметку,…
KeepAI: a local, open-source API hub that lets AI agents use your apps safely
AI agents are getting good at doing things — triaging your inbox, updating a Notion doc, opening a GitHub issue, moving a Trello card. But to do any o…
The End of the US Cloud Monopoly: AI Balkanization Is Here to Stay
By Vilius Vystartas | June 2026 The single, globally unified internet is gone. What's replacing it is a patchwork of sovereign AI zones, each running …
Image Optimization for Modern Web Applications: Formats, CDNs, Automation
Images account for 50-70% of a typical web page's weight. Optimizing them properly — choosing the right format, generating responsive sizes, automatin…
I spent $788 on an AI coding agent in one day. Here's the breakdown.
I left an AI coding agent running for one day. Then I read the invoice. $788. In about 13 hours. I'm posting the real breakdown because I think a lot …
I'm building local voice dictation that turns talk into finished text — commit messages, tickets, clean prose — all on your own machine
I talk most of my AI-coding prompts now instead of typing them, and I wanted a tool that does more than transcribe: you speak, and it gives you finish…
I expected the cheaper model to be cheaper. It cost 8.6 more.
I'd routed the same one-word prompt to Claude Haiku and to Gemini 2.5 Flash. Flash has the lower per-token price, so this should have been an easy win…
Как я построил guardrails, которые не дали моему AI-агенту пойти вразнос
На третий день в проде мой support-агент на LangGraph и GPT-4o слил email одного клиента в переписку с другим. Причина банальна: модель вставила сырой…
BoxAgnts Tool System (6) — Multi-Provider Adaptation and the Agent Query Loop
BoxAgnts' tool system, from the bottom-level WASM sandbox to the top-level Tool trait, has solved "how tools run safely." But tools ultimately need to…
I stopped trusting Claude's code reviews, so I built a skill that puts my code on trial
Every time I asked Claude to review my branch, I got one of two answers: a cheerful "Looks good! 👍" or a vague list where I couldn't tell a real bug f…
How to Add Living Photo Effects to Your Web Portfolio
Static portfolios blend together. Every designer's site has the same grid of JPEGs. We wanted something different for our own product pages at Inithou…
Magento AI Brand Visibility: Does ChatGPT Recommend Your Store?
Note: set published: true when you're ready. The canonical_url above tells Google the original lives on angeo.dev, so this cross-post won't compete wi…
How I Built an AI Journalist Discovery Engine with Octoparse MCP
Most people connect Octoparse MCP to their AI assistant and use it to extract a product list or pull some prices into a table. That's fine. But I want…
Your agent finished at 3 a.m. Where did the report go?
Overnight agents do good work, then dump it in a log file or a noisy Slack channel. Here's a pattern for delivering their output to a private, end-to-…
I Built a Coding Mascot Generator with Google AI Studio — Meet Octo-Byte! 🐙
This post is my submission for DEV Education Track: Build Apps with Google AI Studio . What I Built I built MascotCraft Studio , an app that generates…
My AI-agent waste detector scored zero false positives. Then I ran it on a real trace.
My detector passed every synthetic test with zero false positives. Then I pointed it at one real trace and found a crack. This is the honest version o…
Not Your Weights, Not Your Workflow
I left a multi-agent refactor running overnight. By morning the model was gone, pulled out from under me by a government I don't even vote for, on the…
Графы знаний в юридическом домене: эксперимент с LightRAG (продолжение)
Юридический домен требует понимания многочисленных связей между сущностями, рассеянными по множеству документов. Поэтому кажется, что область знаний, …
The case for deterministic PDF filling
AI can read almost any document now. The harder question is what writes the answer back — and for anything an auditor might ever look at, that write s…
The Non-Profit Food Delivery Fantasy: What V2EX Reveals About Platform Economics That Western Devs Haven't Figured Out Yet
Your favorite restaurant just closed. Not because the food was bad, not because foot traffic dried up — because the platform took 25% of every order a…
Why Your Local LLM Setup Is Costing More Than You Think — And What Happens When It Breaks
You're three hours into debugging a model quantization issue. The GPU utilization is sitting at 12%. Your M2 Max is running hot, the fans sound like a…
Linear Ensembles Can Erase LLM Watermarks
Watermarking schemes that embed distributional perturbations into LLM outputs are effectively broken by linear ensembles of a few independently traine…
I built a "what do I need on my final" calculator with AI auto-fill (Next.js 16 + Gemini)
Every finals season I'd end up doing the same algebra on a notes app: "I have a 91% in homework (20%), 84% on the midterm (30%)... what do I need on t…
Loopcraft: Stop Prompting, Start Designing Loops
On June 7, 2026, Peter Steinberger — the creator of OpenClaw — posted twelve words that ricocheted across every AI engineering corner of the internet:…
How I Built a Local-First Chrome Extension to Chain ChatGPT, Grok, and Claude
Shifting between LLMs for their unique strengths is standard workflow now, but managing the data state between browser tabs is an absolute nightmare. …
Why AgentTrail Exists: Building Open-Source Audit Trails for AI Agents
The EU AI Act is now in force, and compliance deadlines for high-risk AI systems are approaching. Many mid-market organizations are still figuring out…
I Built a Local LLM Rig to Escape API Bills. Then I Paid OpenAI Again.
I run a one-person AI shop. For 2asy.ai's filing pipeline that needs thousands of single-document extractions per cycle, the local rig lost the batch …