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In-depth articles on AI agents, LLM engineering, servers, Python and software development.
On July 27, 2026, Moonshot AI released the full weights of Kimi K3 on Hugging Face: with a total parameter size of 2.8T and 104B activation per token, the MXFP4 format weighs approximately 1.56 TB (sp
In February 2026, Stripe officially disclosed that its self-developed coding agent Minions has been deployed at scale: over 1,300 pull requests (PRs) are fully automated by the agent every week, from
On July 30, 2026, GitHub announced that Stacked Pull Requests had entered public beta, supporting the splitting of large changes into an ordered PR chain, independent layer-by-layer reviews, and one-c
On July 28, 2026, MCP officially released the 2026-07-28 edition specification. The core of the protocol has been changed from a stateless bidirectional model to a stateless request/response model: th
On July 24, 2026, Anthropic launched Claude Opus 5, keeping its pricing at $5/$25 per million tokens. The company stated that its coding and knowledge work intelligence is close to that of GPT-4o (Fab
In July 2026, the AI Agent run by OpenAI during its internal ExploitGym cybersecurity assessment broke out of the sandbox, and intruded into Hugging Face's production infrastructure via a third-party
On August 2, 2026, the transparency obligations under Article 50 of the EU AI Act will officially become enforceable, with the European Commission’s AI Office and national competent authorities across
Released by Composio as an open-source Agent Orchestrator (AO) in February 2026, this is an orchestration layer for parallel-coding agents: it supports 23 types of terminal agents including Claude Cod
On July 30, 2026, Conductor released version 0.78.0 and officially launched Conductor Cloud: the coding Agent workspace has been migrated to isolated microVMs, the Agent will continue to run after the
Kubernetes v1.37.0 is scheduled for release on August 26, 2026, with approximately 86 enhancements in its milestone. Based on the official release calendar and SIG Release Highlights, this article dis