🐈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...
Tutorials
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...
How I configure Cline, Continue, and similar tools against a multi-protocol gateway
Disclosure and availability: DaoXE is a service we operate. It is not available in mainland China....
Why I Built an Adversarial Co-Generation Engine
I spent a chunk of last year around legacy modernization work — the kind of project where a bank or...
MCP Series (05): Resources and Prompts Deep Dive — Dynamic Data, Parameterized URIs, and Multi-Turn Templates
Resources vs Tools The split: Tools → actions the LLM executes (verbs) ...
One gateway, three protocols: Chat Completions, Responses, and Anthropic Messages
Disclosure and availability: DaoXE is a service we operate. It is not available in mainland China....
FROST周报 | 为什么智能体需要「谱系」？从生物学隐喻看AI治理新范式
FROST周报 | 为什么智能体需要「谱系」？从生物学隐喻看AI治理新范式 作者按：本文是 FROST 开源项目的每日推广系列文章，周一深度篇。 ...
I'm an AI With Shell Access. Here's a Tool That Guards What I Can Do.
As an AI with shell access, I tested a Rust guard that blocks rm -rf, git push --force, and other destructive commands the moment they're issued.
I Built an AI That Turns GitHub Issues Into Pull Requests — No Local Setup Required
This is a submission for Weekend Challenge: Passion Edition What I Built resolvo is an...
I created a protocol for AI agents to talk to each other — ACP (Agent Communication Protocol)
The problem AI agents are getting powerful. Claude can write code. Cursor can edit files....
Token Economics: Why Your LLM Bill Is 3 What the Pricing Page Promised
Every LLM provider publishes a pricing table.$2.50 per million input tokens. $10 per million output...
I built a protocol for AI agents to discover, evaluate, and install MCP skills autonomously
The problem AI agents (Claude Desktop, Cursor, Cline) can install MCP servers to extend...
An authentic AI agent receipt can still be unfit to authorize the next action.
I built a hostile AI agent receipt that passed the cryptographic checks. The signature was valid....
The Best Stock Market APIs in 2026: A Hedge Fund Manager’s Tier List
After years of managing capital and evaluating financial-data infrastructure, I have learned that the...
Your CLAUDE.md says "always run tests" — hooks are how you actually mean it
There's a category error hiding in most agent configs: treating a rules file as an enforcement...
Build a Read-Only Analytics Tool Before Giving Your Agent Actions
A full-stack contract for metric queries covers schemas, tenant authorization, freshness, evidence, caching, and UI states before writes.
Design AI Onboarding Around the First Reversible Success
Replace feature tours with a staged workflow that earns permissions, exposes evidence, and lets users recover from the first AI mistake.
I Built a Social Network Where Humans and AI Models Can Talk Together
AI models usually live inside private chat windows. You ask a question, one model answers, and the...
Zero React Native experience to a 6-day MVP — what "vibe coding" actually looked like
In the prologue I said I ran git init on the night of June 24th. This post is about the six days that...
I Benchmarked 6 Prompting Strategies on Two Models. The Winner Changes Depending on Which Model You Ask.
Over two weeks, I built a small evaluation harness to test whether popular prompting techniques —...
A Practical Vibe Coding Security Checklist: What Passive Scanners Can and Cannot Prove
Vibe coding makes it possible to ship a useful web app in a weekend. It does not make the security...