May 2 · 11 min read · Google's Agent Development Kit (ADK) for TypeScript is the most complete open-source framework for building production multi-agent systems that launched in 2026. If you are a TypeScript developer looking to build reliable agent systems, ADK gives you...
Join discussionApr 14 · 11 min read · Why Google ADK Changes Multi-Agent Development For most of 2024 and early 2025, building a multi-agent AI system meant making a hard choice: LangGraph for complex graph-based workflows, CrewAI for role-based team coordination, or AutoGen for conversa...
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Apr 13 · 3 min read · Extracting structured data - such as invoice parameters, contact details, and intent signals - from unstructured text requires robust, scalable pipeline architectures. We propose a lightweight, agenti
Join discussionApr 1 · 11 min read · There's a specific kind of pain that every infrastructure engineer knows. It's 2am. BGP is flapping on an edge router. You're SSH'd in, running show ip bgp summary manually, copy-pasting output into a
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Mar 25 · 7 min read · The Problem: Generic Orchestrator vs Business-Aligned Regional Manager I had Bob deployed as a basic multi-agent orchestrator on Vertex AI Agent Engine. But here's what was wrong: Before Fine-Tuning: Generic "master orchestrator" identity Vague rout...
Join discussionMar 20 · 5 min read · March 2026 shipped more agent toolkits in two weeks than the previous six months combined. Google released ADK (Agent Development Kit) for Python. Anthropic expanded Claude Code with channels and persistent sessions. Microsoft's APM (Agent Package Ma...
Join discussionFeb 25 · 6 min read · How a single piece of recruiter feedback sent me down a path of DevOps, cloud infrastructure, AI agents, and a lot of hard-won lessons. The Feedback That Started Everything There's a specific challeng
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