The AI Orchestrator: Why Intelligent Delegation is the Missing Piece in Your AI Toolchain
Beyond the single-model myth: Implementing intelligent multi-agent routing and DAG workflows with AI Dispatch.
Jun 28, 202617 min read311
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Articles tagged with #ai
Lifting the Lid on Copilot's Black Box: Observability for LLM Code Generation
Introduction: The Black Box of AI Code Generation When you ask GitHub Copilot to write a function, refactor a module, or explain a complex piece of code, the response you get is the output of a probab
Jun 15, 202616 min read23
Your AI Agent Deserves a Tool Harness, Not a Wild West
How we built a proxy-driven, benchmark-validated ecosystem for LLMs, and why your company's MCP servers and SKILLS should come with unit tests
May 31, 202614 min read332
The Hidden Tax on Every AI Request: How MCP Servers Are Draining Your Token Budget
I enabled 4 MCP servers and forgot about them. The bill says $515/month.
May 5, 20268 min read54
The Future of Agentic Tooling: MCP Servers vs. CLI A Data-Driven Comparison
A data-driven breakdown of token costs across CLI, skill files, Native MCP, and Gateway patterns, and a decision framework for choosing the right tool architecture.
Apr 27, 202623 min read612
What is a Developer When We Use Coding Agents? My 1-Day BMAD Experiment
From Manual Scripter to System Orchestrator: A 1-Day Experiment in Agentic Development.
Mar 14, 20266 min read968