Stop Conditions First: How I Design Agent Loops That Know When to Quit
I walk through the stop-condition checklist I use before giving coding agents autonomy—report-only mode, independent checks, and hard spend caps.
Agents & Coding
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Loop Engineering: A Practical Tutorial for Self-Running AI Agent Systems
I explain loop engineering—the shift from hand-prompting coding agents to designing systems that prompt, verify, and iterate on their own—with a step-by-step tutorial, maturity ladder, and honest limits.
Demystifying the Biggest AI Winners of 2025: A Year-End Review by Hassabis and Jeff Dean
I read Hassabis & Dean’s 2025 AI review. They predict extended industry challenges through 2026. This signals a tough year ahead for creators facing shifting platforms and licensing friction.
OpenAI Launches First ChatGPT Browser, Now Available for Free Download
OpenAI's Atlas browser debuts at DevDay, bundling AgentKit and Codex GA. I see this as a strategic push to lock users into their ecosystem rather than offering genuine innovation.
Cracking Three Major Database AI Challenges: Peking University and Amazon Unveil World's First Graph-Centric RDB Foundation Model
I read the claim that PKU and Amazon unveiled a graph-centric RDB foundation model to solve AI data management issues. I note this lacks reproducibility details.
MediaTek Hosts MDDC 2025, Partnering with Industry to Accelerate Agent AI Adoption
I track how MediaTek’s MDDC 2025 pushes local agent AI adoption while Google Cloud Next defines global interoperability standards via Ironwood TPUs.
Agent Hype Explodes: A Comprehensive Review to Streamline Your Learning | From East China Normal University & Donghua University
I read the East China Normal & Donghua University review on 2025-26 agent tech. My read: Frameworks clarify hype, but governance remains unaddressed.
Surpassing Devin: Yao Class Team Sets New Benchmark in Large Model Programming
I read that the Yao Class team just surpassed Devin's benchmark for large model programming. This timing suggests a significant shift in autonomous coding capabilities ahead of the 2025-2026 cycle.