I Caught My AI Agents Lying to Me (And Built a System to Stop It)
Feb 18 · 12 min read · So, you've been burned by an AI "completing" a task without actually completing it, right? You asked it to write tests. It said "Done! All tests pass." You ran the tests yourself. They didn't pass. Maybe they didn't even exist. Yeah. I know that feel...
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Auto-Scaling Multi-Agent Systems: From 10 Users to 10 Million Without Re-Architecture
Feb 18 · 6 min read · The defining challenge of modern AI platforms is no longer whether systems can reason intelligently, but whether that intelligence can scale without breaking. As multi-agent AI systems move from experimental prototypes to production-grade platforms, ...
Join discussionSingle vs. Multi-Agent Architectures: Finding the Right Fit
Feb 6 · 4 min read · The need for efficiency and resilience has become critical in today's fast-paced corporate environment. For companies, this has translated into the adoption of sophisticated AI solutions. As for why -- well, these solutions can handle a whole lot of ...
Join discussionBuilding the Multi-Perspective Synthesis System with OCI Generative AI and Grok-4: Recursive Refinement and Parallel Chaining
Feb 3 · 5 min read · In today’s Enterprise AI Scenarios, organizations face the challenge of generating precise, reliable, and contextually rich outputs from language models. Basic prompt engineering often falls short, producing inconsistent results or missing critical n...
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From Single Agents to Multi-Agent Architectures
Jan 27 · 7 min read · The way developers work with large language models has undergone a major transformation in recent years. What started as straightforward API requests for text generation has evolved into sophisticated architectures designed to handle complex, real-wo...
Join discussionIntroducing Agentic Autonomous Weather Reporting System
Jan 18 · 5 min read · Overview WHUT Weather Reporting System is a fully functional weather reporting platform that leverages Google Cloud AI and modern cloud-native technologies to fully autonomously generate, store, and deliver weather forecasts with text, audio narratio...
Join discussionBuilding a Multi-Agent RAG with Map-Reduce
Jan 16 · 9 min read · Introduction In Part 1, we built a RAG agent that can think and fix its own search queries. In Part 2, we gave it structured memory using hierarchical indexing and hybrid storage. We now have a capable researcher. It can handle vague questions. It ca...
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A Glimpse into the Future: How AI Agents Form Organizations
Jan 11 · 3 min read · AI has been used as a tool almost everywhere. Many are worried if their jobs will be replaced by AI. Do we see a whole organization to be replaced too? Can AI be so developed to provide services that are currently delivered by an organization? Humans...
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Agentic Identity [Part 2]: The Evolution of Governance and Future Challenges
Jan 3 · 5 min read · TL;DR Agentic AI challenges traditional IAM by introducing autonomous actors that can act on behalf of humans or organizations. Identity is no longer a single ID — it's rich metadata, context, and trust. Delegation, recursive access, and dynamic too...
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