XYXiao Yaoinblog.appliedaihub.org·6d ago · 23 min readInside the Quiet Rise of Autonomous AI AgentsThere is a specific threshold every engineer crosses when building with modern LLMs. You wire a language model to a live tool and send a single open-ended query. The model triggers an API, evaluates t00
GJGlendel Joubert Fyne Acostainopenmas.hashnode.dev·6d ago · 11 min readAI Agents Don't Need More Memory. They Need Governed Recall.Most AI Agent Memory discussions start from the same assumption: If the agent forgets, give it more memory. More chat history. More retrieved documents. More summaries. More vector storage. More co00
JMJoselo Martinezindesignednotmagic.hashnode.dev·Jun 14 · 4 min readAgentic Systems Beyond the Hype: Why You Need Both Local and Global Perspectives to Build Agentic SystemsHaving both local and global perspectives is one of the most valuable skills a software engineer can develop. We learned this lesson in distributed systems and cloud computing, where the behavior of a00
OOmnithiuminomnithium.hashnode.dev·Jun 11 · 13 min readAgentic AI Cost Optimization: FinOps for Autonomous AgentsThe Unpredictable Economics of Agentic AI Why does your agent fleet’s monthly cloud bill read like a lottery ticket? Because traditional FinOps wasn’t built for systems that decide how much compute to00
RLRoberto Lupiinrlupi.com·Jun 9 · 10 min readThe Protocol Reviews ItselfThe last post gave each agent its own git worktree and kept one clean merge path back to main. This post is about what happened when I pointed that machinery at itself: the Python coordination harness00
JMJoselo Martinezindesignednotmagic.hashnode.dev·Jun 8 · 3 min readChallenges and Agent Behavior in Collaborative Swarm Environments.Bigger models tend to perform better for a specific task in a collaborative swarm environment. This could be because the model's training is optimized for efficiency and task completion. This could me00
RLRoberto Lupiinrlupi.com·Jun 8 · 10 min readTwo Worktrees, One Clean MergeThe last post ended on a promise. After two AI assistants learned to drop letters into a shared mailbox instead of taking turns at a notepad, I said the next thing to build was the boring half of any 00
RLRoberto Lupiinrlupi.com·Jun 7 · 10 min readThe Notepad Becomes a MailboxIn the last post, two AI assistants learned to share a notepad: a single markdown file, one turn at a time, with me carrying every handoff between them by hand. It worked. It was also slow on purpose 00
RLRoberto Lupiinrlupi.com·Jun 6 · 6 min readTwo AIs, One NotepadI've been running two AI coding assistants in parallel. Claude for architecture and implementation — it reasons carefully about code structure and catches edge cases. Gemini for research, reading long00
OOmnithiuminomnithium.hashnode.dev·Jun 1 · 13 min readAgent Identity and Access Management: Securing Multi-Agent SystemsAgent Identity and Access Management: Securing Multi-Agent Systems The enterprise AI landscape is shifting beneath our feet. What began as single‑purpose chatbots and copilots is rapidly evolving into00
