This page shows the most relevant public items for Agentic AI, ranked by trend activity and review signal. Use weekly for fast changes, monthly for more stable patterns, and all-time for evergreen picks.
Blog • Feb 12, 2026 • Stochastic Lifestyle • Christopher Rackauckas
There is a massive difference between 'bot spam' and 'expert acceleration.' This post explores how real engineers use agentic tools like Claude Code to storm repositories with successful PRs. Racka...
Paper • Feb 12, 2026 • arXiv • Nenad Tomašev, Kevin R. McKee, Jack Rae, Iason Gabriel, Vukosi Marivate, Milind Tambe, Demis Hassabis, Charles Blundell
As advanced AI agents evolve beyond query-response models, their utility is increasingly defined by how effectively they can decompose complex objectives and delegate sub-tasks. We propose an adapt...
Blog • Feb 20, 2026 • CIO • EJ Strat
The defining challenge of 2026 is no longer whether AI can participate in engineering, but how deliberately organizations design for it. This post argues that agentic AI is structurally different b...
Paper • Feb 16, 2026 • arXiv • MiniMax Research Team
Training agents for industrial-scale deployment requires extreme stability and data throughput. We present Minimax M2.5, a model trained using a novel asynchronous RL architecture designed to proce...
Blog • Feb 17, 2026 • Medium • Bojan Ciric
In 2026, the success of an AI agent is no longer determined by the size of its underlying language model, but by the quality of its context. This post argues that most agent failures are actually c...
Blog • Feb 18, 2026 • Medium • Angel Llosa
Getting a team to effectively integrate AI agents into their daily work is the real challenge of 2026. This post explores the gap between management expectations (where 96% expect productivity gain...
Blog • Feb 13, 2026 • Medium • Marina Wyss
As we enter mid-February 2026, the 'agentic loop' is tightening. Companies are moving away from single-agent pilots toward complex 'swarms'—structures where hundreds of specialized sub-agents coord...
Blog • Feb 9, 2026 • Medium • Jonathan Fulton
From OpenClaw to Google's Auto Browse, the 'Agentic Era' has officially arrived with a 327% surge in consumer adoption this month. We analyze why personal agents are finally sticking—shifting from ...
Blog • Feb 14, 2026 • Medium • Rodrigo Almeida
By mid-February 2026, the initial hype surrounding autonomous agents is meeting the harsh reality of corporate P&L. Many organizations are finding that while agents can 'do' things, they struggle t...
Blog • Feb 19, 2026 • Medium • Claudio Lupi
The era of 'renting software' is being replaced by 'owning intelligence.' This post argues that as autonomous agents gain the ability to navigate any UI and interact directly with databases via API...