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MachineAuth Launches Open-Source OAuth 2.0 System Built in Go to Authenticate AI Agents Without a Database

MachineAuth Launches Open-Source OAuth 2.0 System Built in Go to Authenticate AI Agents Without a Database

Feb 24, 2026
GitHub

MachineAuth launches as an open-source OAuth 2.0 system built in Go, enabling AI agents to authenticate via Client Credentials flow and RS256-signed JWTs with zero database requirements, deployable instantly via Docker or a single command, and already proven in real-world testing with an AI agent called OpenCLAW.

AI Tools Are Tackling the COBOL Crisis as Veteran Developers Retire and Billions of Lines of Legacy Code Hang in the Balance

AI Tools Are Tackling the COBOL Crisis as Veteran Developers Retire and Billions of Lines of Legacy Code Hang in the Balance

Feb 24, 2026
Claude

As veteran COBOL developers retire and billions of lines of legacy code power 95% of US ATM transactions, AI tools like Claude Code are now automating the most costly and complex phases of modernization, offering organizations a practical, incremental path forward before a critical skills gap becomes a full-blown crisis.

DeepSeek's New Sparse Attention System Tackles AI Memory Bottleneck With Smarter Token Selection

DeepSeek's New Sparse Attention System Tackles AI Memory Bottleneck With Smarter Token Selection

Feb 23, 2026
TechTalks - Technology solving problems... and creating new ones

DeepSeek unveils a powerful new sparse attention system in DeepSeek-V3.2 that uses a trained 'lightning indexer' to intelligently select the most relevant tokens, directly tackling the memory bottleneck slowing down long-context AI inference without sacrificing accuracy.

Apple Accelerates AI Smart Glasses Development, Acquires AI Startup for $2 Billion in Push to Rival Meta Ray-Bans

Apple Accelerates AI Smart Glasses Development, Acquires AI Startup for $2 Billion in Push to Rival Meta Ray-Bans

Feb 23, 2026
9to5Mac

Apple accelerates its AI smart glasses development, acquiring AI startup Q.ai for $2 billion to enable silent voice input and facial movement recognition, as it races to challenge Meta Ray-Bans with a premium, self-contained device featuring dual cameras — all potentially launching within the next year.

Study Reveals 2.9x Token Efficiency Gap Between Minimal and Full-Featured Web Frameworks for AI Agents

Study Reveals 2.9x Token Efficiency Gap Between Minimal and Full-Featured Web Frameworks for AI Agents

Feb 23, 2026
Martin Alderson

A new study testing 19 web frameworks reveals a striking 2.9x token efficiency gap between minimal frameworks like Flask and Express versus full-featured ones like Phoenix, with AI agents successfully building functional blog apps in 18 of 19 frameworks — findings that carry major cost implications as agents scale to …

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