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AgentsJul 23, 20263 min read
Agent Swarms on Local Hardware: The Architecture Shift Builders Are Betting On
Running multi-agent swarms on local hardware is gaining traction as a practical alternative to cloud-hosted orchestration. Here is what the pattern looks like and why it matters for teams shipping LLM features.
AgentsJul 13, 20264 min read
The MCP Ecosystem Is Growing Its Own Infrastructure Layer
A cluster of new tools, from spec validators to auth integrations to shared memory systems, signals that MCP is maturing past the 'hello world' phase into production-grade agent infrastructure. Here is what builders need to track.
AgentsJun 21, 20263 min read
The Agentic Stack Is Consolidating: Execution Control, UI Primitives, and Reliability All Move at Once
Three independent open-source releases and a high-signal HN thread dropped on the same day, each targeting a different layer of the agentic stack. The infrastructure for shipping reliable agents is maturing fast, and the gaps are getting smaller.