Why Most Voice AI Demos Fail in Production
Why Most Voice AI Demos Fail in Production Production Voice AI — Part 1 By Rahul Wale —...
Tutorials
Virtual Clothes Try-On by TensorSharp
The video shows virtual cloth try on demo by TensorSharp using Unsloth Qwen Image Edit 2511...
System Design the Agentic Way — How I'm Using AI Agents to Actually Learn Distributed Systems
System Design the Agentic Way I wanted to learn system design. Not "memorize CAP theorem...
The Silent Killer of Context Windows: Why Token Estimation is Failing Your Agents
A deep dive into the technical importance of precise token counting and managing structural overhead in LLM context windows.
Plan-ReAct for Solon Agents: Draft the Map Before the Tool Loop
If a ReAct agent jumps straight into tool calls on a multi-step job, it often thrashs: repeats...
People Blamed AI for These UI Bugs. I Started Wondering Why.
A few days ago, I came across a post showing a strangely broken interface in Meituan, one of China’s...
How to Integrate LLMs into FinTech Applications: A Developer's Guide (2026)
Large language models have moved from novelty chatbots to core infrastructure in financial services....
The settlement primitive no agent tool ships yet: an atomic forward (settle at T+24h, never custody the gap)
Almost every settlement tool an AI agent can reach today does one thing: it clears the trade right...
One Gradient Spike, Six Batches to NaN: Debugging a Deterministic Neural-Network Training Failure
The first visible NaN appeared in the final linear layer at batch 46. By then, the model was already...
Java & AI: What Developers Need to Know
Beyond ReAct: Orchestrating LLM-Guided MCTS Agent Planning with Java Virtual Threads Naive...
5 habits that finally helped me keep up with AI papers (without burning out)
Disclosure: I'm part of the OpenNomos ecosystem and I mention one tool from it near the end....
Our company has no employees. Here's the complete operating system it runs on.
I need to get the disclosure out of the way first, because it is the whole point of this post. The...
Building Secure APIs in 2026: Threats Developers Can't Ignore
Every product team ships an API before it ships a UI now. Mobile apps, partner integrations, internal...
Claude Code с внешним Anthropic-совместимым API: воспроизводимый порядок отладки
Раскрытие и доступность: DaoXE — мультимодельный мультипротокольный API-шлюз, который мы...
让 Claude Code 走第三方 Anthropic 兼容 API：一个可复现的排查顺序
利益关系与地区说明：DaoXE 是我们运营的多模型、多协议 API 网关，支持 OpenAI Chat Completions、OpenAI Responses、Anthropic...
My curl smoke test passed. Why does Cline / Continue still fail?
Disclosure and availability: DaoXE is a multi-model multi-protocol API gateway we operate (Chat...
Learning AI orchestration and harness engineering by building an autonomous engineer for a bank
I took on this project not knowing much about AI orchestration or harness engineering. A few months...
The golden set stopped catching regressions the day traffic changed
TL;DR. Our overall eval pass rate read 0.88 through a model change and looked stable. Sliced by...
Always-On Cost and Plan-Quota Visibility for Claude Code: Building a Statusline
In my last post, "Letting Claude Code improve itself autonomously — autopilot", I covered how to keep...
🐈Catbot: The Custom AI Harness That Lives on Desktop ᓚᘏᗢ
This is a submission for Weekend Challenge: Passion Edition What I Built This weekend, I...
The authority boundary problem in agent tool calls: who decides what 'no results' means
When a search tool returns nothing, your agent faces a decision: is the query wrong, the index stale, or the backend down? The answer determines what happens next — and most tool-u...
How I Built a Paper Ranking Engine That Saved Me 4 Hours a Week
Disclosure: I work on Paper List, a project on the OpenNomos ecosystem. Every Sunday, I'd sit down...
Amazon Seller Competitor Research Methods: A Developer's Guide with Code
Author: Leo, Technical Lead at Pangolinfo Tags: amazon python api mcp web-scraping...
Why Your Team's AI Assistant Acts Like It's the First Day on the Job, Every Single Time
Anyone who has used AI tools for a while has probably run into this annoyance. You ask it to write a...