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agentic-coding

A collection of 134 posts
GitHub’s 20% Validation Speedup Is Really a Quality-Throughput Story
agentic-coding

GitHub’s 20% Validation Speedup Is Really a Quality-Throughput Story

GitHub says Copilot cloud agent’s validation tools are now 20% faster because they run in parallel instead of sequentially. That is the sort of product update most people skim, nod at, and forget. They should not. In autonomous coding workflows, the slow part is rarely just the model. The
11 Apr 2026 4 min read
Anthropic Is Productizing the Agent Harness, Not Just the Model
agentic-coding

Anthropic Is Productizing the Agent Harness, Not Just the Model

Anthropic’s most interesting launch this week is not a new model. It is a quiet attempt to turn the messiest part of agentic software into a product line. Claude Managed Agents is less about making Claude smarter and more about making the infrastructure around Claude somebody else’s problem,
11 Apr 2026 5 min read
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