はじめに：API連携コードの泥沼から脱出し、MCPによる標準化へ なぜ今、個別のAPIスクリプト開発は「オワコン」となったのか？ LLM（大規模言語モデル）を業務システムに組み込む際、かつて主流だった「LangChainやLlamaIndexを使って ...

Hello, this is Takumi.The history of AI coding is currently being rewritten.The speed of evolution for 'autonomous AI agents' like Claude Code, Cursor, and Google's Antigravity is staggering. The ...

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 ...

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.

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 ...

The moat of AI programming has been dismantled by our own hands. Just yesterday, OpenAI rolled out another major upgrade. This is not a brand new model release, but its impact on developers even ...

Russian-speaking UAT-11795 spreads trojanized Zoom, Webex, and MobaXterm installers to deliver Starland RAT and the WLDR memory-only implant. Cisco Talos researchers published a detailed technical ...

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Every developer building with local AI hits the same wall eventually. The model works. It reasons well, writes solid code, and answers complex questions. But it cannot do everything. It cannot query ...

HI This is anjaiah Methuku Working as Sr Software Engineer(Data & AI Engineer) at JP Morgan Chase Data teams spend hours writing SQL queries, pivoting spreadsheets, and waiting for analysts to pull ...

AI agents and trading bots run on data. An agent needs prices, wallet context, signals, and execution rails. Almost all of that arrives through APIs. The wrong choice slows shipping and inflates ...

The GitHub Copilot SDK is now generally available. You can embed GitHub Copilot’s agentic engine into your own applications, services, and developer tools with a stable API and production-ready ...