That's a sharp point. Claude Code already does this partially. The first time a workflow triggers, it shows the execution plan and asks for confirmation. But diffing the actual JS script across runs is a different level of control. Especially for teams trying to set guardrails
AGENTS
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Workflow runtime saves progress, agents return cached results
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Both. The workflow runtime saves progress as it goes, so a failed agent doesn't kill the run. Completed agents return cached results on resume. And the convergence loop means other agents can independently cover what a failed one missed. It's less "retry the exact call" and
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Dynamic Workflows solve context bloat by moving results to JS
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Exactly. That's the architectural insight most people gloss over. In a normal subagent setup, every result flows back into Claude's context window. More agents = more context bloat = earlier compaction = degraded quality. Dynamic Workflows solve that by moving results into JS
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Build Persistent AI Agents with Google ADK and CLI
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Build long-running AI agents that pause for days, survive restarts, and resume without losing context using Google Agent Development Kit and Agents CLI. Step-by-step tutorial with 100% Opensource code.
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Using AI Agents for Code Orchestration and Workflows
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this! codex can create and interact with threads across projects and tasks – all you need to do is ask
— Vaibhav (VB) Srivastav (@reach_vb) 29 mai 2026
I’ve used this recently orchestrate multiple worktrees and implement a feature with different PoVs using subagents
and ofcourse to archive, unarchive and find relevant threads… https://t.co/LmIKytkCz6this! codex can create and interact with threads across projects and tasks – all you need to do is ask I’ve used this recently orchestrate multiple worktrees and implement a feature with different PoVs using subagents and ofcourse to archive, unarchive and find relevant threads
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AI Agent Skills for Video Search and Summarization
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Hours of video, now searchable by your agent. We just released a new set of agent skills and modular architecture for the Metropolis Blueprint for Search and Summarization, eliminating the need for manual configuration of multiple microservices. Load the skills into a
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Dell AI Factory with NVIDIA Redefines Enterprise AI
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Our CEO Jensen Huang and @Dell Chairman & CEO Michael Dell kicked things off at #DellTechWorld in Las Vegas with a look at how the Dell AI Factory with NVIDIA is redefining how companies build, run, and scale AI.
— NVIDIA (@nvidia) 29 mai 2026
We saw NemoClaw powering agentic AI on-prem, robots demonstrating… pic.twitter.com/V6IDEiTaCAOur CEO Jensen Huang and @Dell Chairman & CEO Michael Dell kicked things off at #DellTechWorld in Las Vegas with a look at how the Dell AI Factory with NVIDIA is redefining how companies build, run, and scale AI. We saw NemoClaw powering agentic AI on-prem, robots demonstrating
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Coding Agents Enable New Development Workflows
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This is what becomes possible when you have a coding agent in your pocket. Codex figured out the protocol. ChatGPT opened the door.
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Google launches free 5-day vibe coding AI course
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GOOGLE JUST DROPPED A BRAND NEW, FREE 5-DAY VIBE CODING COURSE Classes kick off on June 15th, so now’s the perfect time to register and get ready for Day 1. Google's first AI Agents course last year drew in 1.5 Million learners. Now, they’re launching the highly anticipated
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Build No-Code AI Agents with LangSmith Fleet and LangChain Academy
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Start creating agents using everyday language with LangSmith Fleet. Learn how to build no-code agents for real work. Take our free LangChain Academy course today: