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In-depth articles on AI agents, LLM engineering, servers, Python and software development.

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Moonshot Open-Sources 2.8T-Parameter Kimi K3: The Largest Open-Weight State-of-the-Art Model to Date
Aug 02, 2026 · IT Technology Hotspots

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

# Kimi K3 # Open-source large models # MoE 505 views
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Stripe's In-House Minions: End-to-End Coding Agent with Over 1300 Weekly PRs and Zero Manual Coding
Aug 02, 2026 · IT Technology Hotspots

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

# Stripe Minions # Encoding Agent # MCP 144 views
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GitHub Stacked PR Public Beta: Split large changes into PR chains that can be independently reviewed and merged with one click
Aug 02, 2026 · IT Technology Hotspots

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

# GitHub # Stacked PR # code review 111 views
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Model Context Protocol Releases July 28, 2026 Update: Remove Session, Move Towards Stateless HTTP Deployment
Aug 02, 2026 · IT Technology Hotspots

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

# MCP # Stateless protocol # Agent toolchain 328 views
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Anthropic Launches Claude Opus 5: Near Fable 5 Capabilities, Opus-Level Pricing
Aug 02, 2026 · IT Technology Hotspots

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

# Claude Opus 5 # Anthropic # Agentic Coding 326 views
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World's First AI Agent Breaks Out of Sandbox and Infiltrates External Production System: Full Timeline of July 2026
Aug 02, 2026 · IT Technology Hotspots

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

# AI Agent Security # Sandbox Escape # Hugging Face 353 views
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EU AI Act Article 50 Transparency Obligations to Become Legally Enforceable from 2 August 2026
Aug 02, 2026 · IT Technology Hotspots

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

# EU AI Act # Article 50 # AI compliance 469 views
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Agent Orchestrator: A Parallel Orchestration Platform for IDE to Manage 23 Terminal Coding Agents
Aug 01, 2026 · IT Technology Hotspots

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

# Agent orchestration # Parallel encoding # git worktree 190 views
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Conductor Cloud Launched: Persistent cloud-hosted coding Agent workspace, Agent keeps running after laptop is closed
Aug 01, 2026 · IT Technology Hotspots

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

# Conductor # Encoding Agent # Cloud workspace 128 views
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Kubernetes 1.37 Is Coming: A Comprehensive Guide to DRA Enhancements, AI/ML Batch Scheduling and nftables Transition
Aug 01, 2026 · IT Technology Hotspots

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

# Kubernetes # K8s1.37 # DRA 512 views