Apple Is Now Penalizing Its Internal Teams That Don't Use Enough AI In Their Workflow
Apple appears to be doubling down on Claude AI in its internal workflows, going so far as to penalize low token consumption, as per new anecdotal evidence. …
Search
Related topics:
Claude
All sources
xda-developers.com
20
anthropic.com
8
developer.nvidia.com
8
blog.cloudflare.com
5
theverge.com
3
techcrunch.com
3
wccftech.com
3
9to5mac.com
2
tomsguide.com
2
macrumors.com
2
about.gitlab.com
2
tweaktown.com
2
Videos
More videosIntroducing Claude Opus 4.8
… Users on claude.ai now have control over the amount of effort Claude puts into a task. Claude Code has a new “dynamic workflows” feature that allows it to tackle very large-scale problems. …
Claude Opus 4.8 just launched — and Anthropic says it's far less likely to ‘fake’ answers
… Claude can now run more dynamic workflows In addition to the new model, a new research preview feature called Dynamic Workflows was also announced. …
Claude Opus 4.8 is more honest, less deceptive, and considerably cheaper
… Claude A new ‘Dynamic workflows’ feature is also available in research preview and can allow users to work on bigger problems in Claude Code. …
Top stories
Claude Opus 4.8 launches today with agentic improvements, new features
… Users on claude.ai now have control over the amount of effort Claude puts into a task. Claude Code has a new “dynamic workflows” feature that allows it to tackle very large-scale problems. …
Anthropic Launches Claude Opus 4.8 With Gains in Coding and Honesty
… Dynamic workflows research preview - Claude can complete bigger tasks in Claude Code. It is able to plan work and run hundreds of parallel subagents in a single session. It is able to complete codebase-scale migrations across hundreds of thousands of lines of code. …
Introducing Dynamic Workflows: durable execution that follows the tenant
… A Worker Loader: import { createDynamicWorkflowEntrypoint, DynamicWorkflowBinding, wrapWorkflowBinding, } from '@cloudflare/dynamic-workflows'; // The library looks this class up on cloudflare:workers exports. export { DynamicWorkflowBinding }; function loadTenant env, tenantId { return env.LOADER.… …
Discussions and forums
Dynamic Workflows in Claude Code
Dynamic Workflows in Claude Code
81
72
A harness for every task: dynamic workflows in Claude Code
A harness for every task: dynamic workflows in Claude Code
1
A harness for every task: dynamic workflows in Claude Code
A harness for every task: dynamic workflows in Claude Code
2
Ask HN: About Claude Code's New Feature: Dynamic Workflows
Claude Code's new feature, "Dynamic Workflows," is designed for long-running (from several hours to multiple days) and parallel tasks. Since progress is preserved even if work is interrupted, you can resume without start…
1
Why codex /goal fails on complex workflows: compaction amnesia and context rot
Hi HN,When Openai released `/goal` earlier this month, I was really excited to try it for long-horizon tasks. But after using it, it didn't blow me away and i did some digging and found a major architectural flaw when us…
1
Google Antigravity 2.0 beats Claude Code and Codex at their own game
… I ran some complex tasks on all three and Antigravity was faster than Codex and right up there with Claude Code in terms of generating code. The code quality was commendable too. …
Introducing advanced tool use on the Claude Developer Platform
… Claude writes orchestration code Instead of requesting tools one at a time, Claude generates Python code: { "type": "server tool use", "id": "srvtoolu abc", "name": "code execution", "input": { "code": "team = get team members 'engineering' \n..." the code example above } } 3. …
My homelab needed a lightweight dashboard, so I had Claude and a local LLM race to build it
… Claude Code came with more attuned out-of-the-box assumptions for home lab setups. I didn’t ask Claude to bypass Portainer's self-signed certs, implement ThreadPoolExecutor, or dynamically fetch the endpoint ID; those were defaults the stack brought to the task. …