Pi: A tool for managing multiple AIs for coding

While browsing Hatena Bookmark, I came across an introduction to "Pi," an AI harness useful for AI coding. I asked ChatGPT ...

Reading Ethereum Gas Fees in JPY | Do Not Mix Actual Costs with Limits

Gas fees consist of a limit set before transmission and the amount actually used. If you aggregate the limit as the actual ...
NetEye Blog

MCP or CLI? Pros, Cons, and the Real Limits with Local Models

One MCP server for the filesystem, one for Git, one for Jira, one for the database, one for Icinga, one for the browser, one for email… and before long you find yourself with ten or fifteen servers ...
iMasters

API Gateway do Google Cloud transforma specs REST em ferramentas MCP

Google Cloud liberou em preview o suporte MCP no API Gateway. Veja como anotar seu OpenAPI, testar com curl e conectar um ...
HackerNoon

Clean Architecture in Python: Building Maintainable APIs Without the Overkill

Learn how to apply Clean Architecture in Python without overengineering, using domain entities, use cases, Protocols, and ...
marktechpost

Agent Harness vs Agent Framework vs MCP: Which Layer Owns the Loop, State, Tools, Permissions, and Recovery

The table maps each responsibility to the layer that owns it by default. “Owns” means the layer defines and enforces the behavior. “Exposes” means the layer surfaces a hook but does not decide policy.
Hacker

Designing Reliable LLM Agents With Deterministic Control Flow

Every engineer who's shipped an LLM agent past the demo stage hits the same wall. Fifty lines of Python, an API key, a system prompt, and two tools is enough to build something that looks autonomous ...
51CTO

为什么越来越多人用gRPC？

回到最初的问题：为什么越来越多人用gRPC？答案其实不复杂——因为它用HTTP/2解决了HTTP/1.1的并发瓶颈，用Protobuf解决了JSON的 ...
搜狐

JDK 28 自带 JSON API 了，Fastjson2 不是最快的了

Java 领域的 JSON 框架有点像进入了“战国时代”。JDK 28 自带了 JSON API，Fastjson 也另立门户搞了 Fastjson2，然后最近 Apache 的 Fory JSON 1.6 也强势发布了，再加上 Jackson、Gson 等框架，一下子就让 Java 在 ...
36氪

刚刚，DeepSeek Harness震撼开源：一切皆插件

今天凌晨， DeepSeek V4 Pro 正式版发布，引发热潮。现在，半天过去， DeepSeek Harness（开发者预览版）也来了！ 当然，这并不意外，毕竟该项目之前已经铺垫了很久了，比如 DeepSeek Harness 团队的崔 ...
Visual Studio Magazine

Visual Studio July Update Brings Copilot Agent and Built-In Skills

Copilot Chat gains an Agent preview built on the GitHub Copilot SDK. Visual Studio adds opt-in .NET and Azure skills tied to installed workloads. Branch context and cross-install C++ toolset discovery ...
techtimes

Russia’s GRU Hackers Target Ukraine With Fake CAPTCHAs and an Unkillable Blockchain Server

Ukraine's national cybersecurity authority disclosed this past Sunday that Sandworm — Russia's GRU-linked hacking unit, responsible for some of history's most destructive cyberattacks — has adopted a ...