
How Shopify Wired Claude Code: Orchestrator + 4 Gates
Inside Helix — Shopify's orchestrator that breaks agent work into checkpoints gated by tests, visual diff, adversarial review, and human sign-off.
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Inside Helix — Shopify's orchestrator that breaks agent work into checkpoints gated by tests, visual diff, adversarial review, and human sign-off.
LoopX is a provider-neutral state kernel sitting above Codex, Claude Code, or Cursor, holding objectives, gates, evidence, and quota so mult
The rise of AI agents is changing the way we approach automation. Traditional automation follows...

On 10 June 2026, three researchers published the result of an experiment designed to answer a narrow...

On 23 April 2026, a study of 1,140 agent traces put a plain question to six production-grade models:...
Last week I was running a research task. At the end, I asked another AI to check whether the output...

Practitioner read of Microsoft's new Foundry CI/CD reference architecture: the 5-layer pipeline, evaluation-driven release gates, and where the architecture understates the operational work.
Google Gemini Spark is an always-on agent runtime for persistent, multi-step work. See the architecture, controls, and readiness checks production teams need.

Microsoft's agent accelerator centers governance, AgentOps, and cost control. Use this playbook to move marketing agents into production with safeguards.
The AI market is rapidly moving from simple LLM applications toward AI Agents. It is no longer enough...
Give an AI agent a cloud identity and production authority begins moving at machine speed. The Cloud...

On July 15, 2026, China's Implementation Opinions on the Standardized Application and Innovative...