Anthropic Replaces Git With Custom Scion System Amid AI Coding Surge
Anthropic has replaced Git with a custom system called Scion after daily code merges surged from 2,500 to over 30,000 due to AI-driven automation.

Anthropic has replaced Git with a custom system called Scion after daily code merges surged from 2,500 to over 30,000 due to AI-driven automation.

While AI makes generating expert-sounding predictions cheap, the cost of verifying these claims remains high due to a lack of objective benchmarks.

OpenAI has launched a beta version of composer predictions for its Codex software engineering agent, currently available to eligible ChatGPT Pro users at no extra cost.

Berlin-based startup OllyGarden has raised $4 million to reduce telemetry waste, with strategic backing from industry players Datadog, Grafana Labs, and Dash0.

Software engineering pioneer Margaret Hamilton, who led the development of the Apollo guidance computer code, has died.

JetBrains has launched Mellum2.1, a 12B MoE reasoning model optimized for coding agents, featuring enhanced reinforcement learning and improved performance in software engineering benchmarks.

Sibur's engineering team upgraded a video analytics system for hundreds of cameras at a petrochemical plant without interrupting continuous production or using GPUs.

MIT researchers introduced JAZ, an agent framework that outperforms existing memory systems like Letta and ACE while significantly reducing operational costs.

Instead of asking AI to fix system errors immediately, engineers should guide models through a structured investigative process to identify root causes.

The author outlines a framework for scaling autonomous AI systems from single agents to complex AI holdings, focusing on role-based organization and task isolation.

Cognition, the creator of the AI agent Devin, reached a $48 billion valuation in 2026 following a series of funding rounds and rapid revenue growth.

Google has released Gemini 4 Argon, an AI model for autonomous cybersecurity tasks, currently available to select partners at an introductory price of $2 per million input tokens.

Google has unveiled Gemini 4 Argon, a new AI model capable of handling complex multi-step tasks with support for up to 1 million output tokens.

OpenAI has upgraded its Codex programming agent with persistent cloud workspaces, voice-controlled CLI, and automated security features.

OpenAI has upgraded its Codex agent with persistent cloud environments, voice-controlled CLI, and new security tools to streamline cross-device development and infrastructure management.

San Francisco-based AI lab Proximal reports $200 million in annual revenue, though the figure lacks independent verification.

A technical project has successfully ported the historic Oberon operating system and its RISC5 processor to modern cloud environments, including Kubernetes and Cozystack.

AI integration in client development reduces costs for custom features but requires a strategic approach to task delegation and constant human oversight.

Autoheal AI Inc. has raised $7.9 million in seed funding to develop a platform that manages and improves AI agents within enterprise software development workflows.

Engineering intelligence startup Flux Cyber Inc. has launched new platform capabilities to help leaders quantify the ROI of their AI software development investments.
