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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The Great AI Architecture Debate When building reliable AI agents, there are two dominant approaches. Approach A: Proxy Gateway (LiteLLM, Braintrust, …
LLM API Reliability: The Reality Nobody Talks About If you have run more than a few thousand LLM calls in production, you have seen the pattern: thing…
Show HN: NeuralBridge — We Built a Self-Healing SDK for LLM-Powered Agents After months of production experience running LLM calls at scale, we realiz…
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…
Привет, Хабр! Хочу поделиться небольшой историей о том, как я в очередной раз поймал себя на странном действии: открыл Obsidian, нашел нужную заметку,…
TL;DR: This is not a cryptographic construction. It is a pragmatic engineering compromise for applications where encrypted storage is required but app…
A few months ago I was drowning in documentation. My team had written hundreds of pages about our internal microservices, configuration guides, and de…
It was 2 AM when my phone started buzzing like crazy. Operations had posted three frantic messages in a row: “Customer order status shows ‘Cancelled’,…
Last month, my side project hit a wall. The AI summarization API I depended on returned a 503 error for three hours. My app – a simple tool that trans…
Every fintech developer has done this: you need test data, you reach for Faker, you generate ten thousand transactions, and your demo works. Then a da…
Github Repository Hi community, I've built a open source PDF to Excel Converter and let me tell you why! We've all been there: someone sends you a 40-…
i made this AI called NalityAI, a voice AI, but it is not for assisting, it has the ability to switch personalities. it has over 9 personalities like:…
The Problem Nobody's Talking About If you're building AI agents with persistent memory — using Mem0, ChromaDB, Pinecone, or custom vector stores — the…
The MCP server token tax is the context budget every tool definition eats before your agent does a single useful thing. To measure it, pull the server…
In the last article, I wrote about how programs make decisions using conditionals. We went through how a program can make a decision, choosing one pat…
In the previous article, we explored how Pydantic validates data before it enters our application. For example, if an API expects a temperature value,…
Originally published at kalyna.pro Streaming sends Claude's response token by token as it's generated, instead of waiting for the full completion befo…
Originally published at kalyna.pro If your app sends the same large system prompt, tool definitions, or document context on every request, you're payi…
ip-api.com vs ipify vs IPPubblico — which free IP API should you use in 2026? If you need a public IP detection or geolocation API for your project, t…
so here's the situation i kept running into while studying for security+ and messing with sample log sets. i'd have a single evtx export or a json dum…
Здравствуйте, дорогие читатели! Сегодня - ещё одна статья из рубрики джангологии. Раньше я уже писал о своих идеях ( 1 и 2 ) о том, как сделать django…
Built a small framework called MilvusLite Kit to make vector search and RAG workflows more configuration-driven and less code-heavy. Instead of writin…
Last month I inherited a project that needed to extract product information from a legacy e‑commerce site. The HTML was a nightmare—no semantic classe…
It was 2 a.m. when the alert call jolted me awake — our production Agent had suffered “amnesia” for three consecutive conversations. The context the u…
A few months ago I built a way to search documents by meaning while keeping the embeddings hidden — even from the server doing the search. I called it…
When I set out to build Zyke: zyke.social , my goal was simple. I wanted a community platform that was incredibly fast, deeply optimized for search en…
Last time I hit a guardrail, it did not offer to repair my car. This one will not repair the car either. But it can help repair an answer that forgot …
Vector databases are almost always talked about in the context of RAG. Store your documents, embed them, retrieve the relevant chunks at inference tim…
I've been working on a project called Pux , a set of Pygame bindings for Rux . The goal is simple: make it easy to create graphical applications and g…
In our previous series, we built the Sovereign Vault to verify truth in existing records. But as we move deeper into the age of AI, we face a massive …