The First Successful Autonomous Agentic Cyber Attack
Author(s): Caspar Bannink – AI Engineer Originally published on Towards AI. The First Successful Autonomous Agentic Cyber Attack OpenAI did not announce GPT-6. It disclosed something more useful, and more alarming, for anyone building AI systems. The author argues that the incident …
Inkling Is Mira Murati’s First Model. Here’s How to Actually Use It
Author(s): Yashraj Behera Originally published on Towards AI. Inkling Is Mira Murati’s First Model. Here’s How to Actually Use It Thinking Machines Lab, founded by OpenAI’s former chief technology officer and sitting on two billion dollars of funding, shipped its first model …
Prefill-Decode Disaggregation: When and Why to Split Your Inference Stack
Author(s): Yuval Mehta Originally published on Towards AI. Prefill-Decode Disaggregation: When and Why to Split Your Inference Stack Photo by Kvistholt Photography on Unsplash Every major inference engine now supports it. vLLM shipped disaggregated prefill as a stable feature. SGLang has it. …
Cost-Optimized Agent Architecture: Strategic Model Selection and Caching for Multi-Agent Systems
Author(s): David Pradeep Originally published on Towards AI. Cost-Optimized Agent Architecture: Strategic Model Selection and Caching for Multi-Agent Systems The first time I stared at a cloud bill after deploying a fleet of AI agents, the numbers felt like a punchline, my …
HTTP Method :The Actions Behind Every API Call
Author(s): Code X Originally published on Towards AI. HTTP Method :The Actions Behind Every API Call How does your app tell an API what action to do ? Types of HTTP Method ? Classification of HTTP Methods? In this series we will …
Pi: The Coding Agent Built by Someone Who Got Fed up With Claude Code
Author(s): allglenn Originally published on Towards AI. Pi: The Coding Agent Built by Someone Who Got Fed up With Claude Code Mario Zechner liked Claude Code. Then he watched it get worse in a way that’s specific to how agent tools tend …
Agno Says It Builds Agents 529× Faster Than LangGraph. I Measured What That Actually Buys You
Author(s): Praveen Kumar Originally published on Towards AI. Agno Says It Builds Agents 529× Faster Than LangGraph. I Measured What That Actually Buys You Open the Agno performance page and the first thing you see is a number designed to end the …
10 Open-Weight Model Deployment Concepts Every MLOps Engineer Must Know
Author(s): allglenn Originally published on Towards AI. A practical guide to the 10 concepts behind deploying open-weight LLMs in production: licensing, quantization, serving engines, and observability. Fifty engineers start using your new internal assistant on launch day. The first ten get answers …
OpenCode vs. Grok Build vs. Claude Code: which open coding agent should you actually build on
Author(s): allglenn Originally published on Towards AI. OpenCode vs. Grok Build vs. Claude Code: which open coding agent should you actually build on Three terminal-native coding agents, three different bets. OpenCode wagers on model freedom, Grok Build on parallel sub-agents, Claude Code …
Gemma 4 26B MoE vs Claude Opus 4.6: I Used Both for Weeks — Here’s the One I Actually Kept
Author(s): PhynixAI Originally published on Towards AI. Gemma 4 26B MoE vs Claude Opus 4.6: I Used Both for Weeks — Here’s the One I Actually Kept Which AI model deserves your time? Here’s the answer.One model runs for free on my …
How can Writers Benefit from AI Agentic Revolution
Author(s): Roberto Penco Originally published on Towards AI. How can Writers Benefit from AI Agentic Revolution Roberto Penco, PhD Agentic AI gives writers a new kind of leverage: not just a chatbot that suggests paragraphs but an assistant that can help plan, …
Google ADK’s LoopAgent Only Stops on One Signal and ADK 2.0 Is Already Replacing It
Author(s): Praveen Kumar Originally published on Towards AI. Google ADK’s LoopAgent Only Stops on One Signal and ADK 2.0 Is Already Replacing It You wrote a reviewer loop in Google’s Agent Development Kit. A worker drafts, a critic checks the draft, and …
MiniMax M3 vs GLM-5.2 vs Kimi K3: which open-weight model should you actually self-host for agentic coding?
Author(s): allglenn Originally published on Towards AI. MiniMax M3, GLM-5.2, and Kimi K3 compared on VRAM, license, and agent-loop latency: the real decision tree for self-hosting an open-weight coding model i A team I know spent an entire sprint provisioning an 8-GPU …
FLUX 3 API Isn’t Public Yet — What Developers Can Do Now
Author(s): Mia Efoxtech Originally published on Towards AI. FLUX 3 API Isn’t Public Yet — What Developers Can Do Now FLUX 3 Video has entered Early Access with native audio and clips up to 20 seconds, but public endpoints, pricing, stable model …
Your AI Agent Is Not a Chatbot. It Should Be a Class.
Author(s): Gowtham Boyina Originally published on Towards AI. Why NVIDIA’s new agent framework treats “prompt engineering” as just… software engineering Every team building AI agents right now runs into the same wall. You start with a simple prompt. Then you add a …
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