Mastering Machine Learning Workflows: Lessons from my 2025 Notes

As we navigate through early 2026, looking back at the explosive growth of AI in 2025 provides invaluable lessons for building robust Machine Learning (ML) workflows. This post distills the key takeaways from a year of intense experimentation and deployment. The Shift from Experimental to Operational In 2025, the industry moved beyond ‘cool demos’ to … Read more

Beyond Sequential Logic: Moonshot AI Releases Kimi K2.5 with Parallel Agent Swarms

Susiloharjo

The landscape of agentic intelligence just shifted from serial chain-of-thought to parallel swarm orchestration. Moonshot AI has released Kimi K2.5, an open-weight multimodal LLM that doesn’t just think—it manages. The Agent Swarm Revolution Unlike traditional agentic workflows that follow a predefined linear path, Kimi K2.5 introduces a research-preview Agent Swarm mode. This allows the model … Read more

The 2026 Hardware Revolution: Arduino, Edge AI, and Matter 1.4

Susiloharjo

The DIY electronics world is buzzing this February 2026. The intersection of Arduino and Edge AI has created a perfect storm for innovators. We are no longer just making LEDs blink; we are building devices that sense, think, and react in real-time. Here’s a breakdown of the current state of hardware hacking. New Chips, New … Read more