api

Most MCP servers are unnecessary; this article presents a framework for deciding when an MCP server is warranted, emphasizing the need for stable APIs and CLIs first.

Google DeepMind introduces the Interactions API to pair models like Nano Banana 2 Lite for image generation and Gemini Omni Flash for animation, enabling sequential edits with session history.

Google DeepMind announced two major model releases: Nano Banana 2 Lite, a fast and cheap Gemini image model, and Gemini Omni Flash, now available via API for video generation and editing.

X has launched a hosted MCP server that allows AI tools like Claude and Cursor to easily connect to the X platform using a user's account permissions, simplifying integration and positioning X as a real-time data source for AI applications.

Twitter finally has an MCP interface, allowing AI to automatically organize, summarize, and analyze user data. Requires registering for Twitter API and paying per use, but personal information has a lower cost ($0.01 per call). The article details the configuration steps.

X has launched hosted MCP servers, allowing AI tools like Grok, Cursor, Claude, and VS Code to connect directly to the platform for search, bookmarks, trends, and content publishing.

Chinese developers are using gray-market API proxy services to access Claude at a fraction of the official price, exploiting account farming and free credits. These proxies pose risks of data theft and model substitution, undermining Anthropic's security measures.

Kimi released the K2.7 Code model and its high-speed version, and announced API pricing. Compared to rival Mimo, it is more expensive and slower.

Samsung will introduce paid tiers for its SmartThings API starting October 2026, including a $4.99 monthly plan for individual developers, potentially impacting advanced users and Home Assistant integration.

A free RAG API using medical Wikipedia articles is now available to provide local LLMs with accurate medical facts, as demonstrated by correcting hallucinations about Lhermitte sign.

Cloudflare launched self-managed OAuth for all customers, allowing developers to create and manage OAuth clients for delegated API access, improving security and scalability of the Cloudflare app ecosystem.

The article discusses how LLM code style choices affect token consumption and costs, offering optimizations such as using Web API standards and simpler indentation to reduce output tokens.

A cloud lab for biology allows running experiments via API in minutes, eliminating the need for expensive automation engineers and long setup times, enabling solo founders to conduct thousands of drug screens quickly.

Databricks introduces Agent Mode API for Genie Agent, providing a new interface for building and managing AI agents on the platform.

mcpgen is a CLI tool that turns any OpenAPI 3.x spec or Postman collection into a fully functional, self-contained Python MCP server with auto-detected authentication, no runtime dependency, and generates deployable source code.

This paper introduces MemClaw, a governed shared memory architecture for multi-agent LLM systems, formalizing failure modes like unauthorized leakage and stale propagation, and evaluating the system via the ArgusFleet harness.

Anthropic reported and resolved elevated error rates affecting multiple Claude models and services on June 23, 2026, lasting from 14:08 UTC to 15:33 UTC.

Postproxy is an API that allows users to publish, reply to, and analyze social media content programmatically.

The article explains the new HTTP QUERY method defined in RFC 10008, which addresses limitations of GET and POST for complex queries by providing a standard, safe, and idempotent method with a request body.

A brief prediction that in 2025 engineers will integrate LLM APIs into their test harnesses, and in 2026 they will design harnesses to work within their agents.