The interesting question isn't “can an agent redesign a website?”
It's: can an agent reliably do the same kind of work again?
That's where reusable AI skills start to matter.
#AIAgents
What if AI work and skills didn't have to be one-off?
This Aider redesign is an experiment in turning:
discover → analyze → build → validate
into a repeatable workflow.
Something we're exploring with loomloom.
#AIAgents#loomloom#AIwork
What if an AI agent redesigned https://t.co/OGmCvansdw?
I built Redesign Lab, a @claudeai skill, to find out.
A real working redesign of Aider — an open-source, straightforward coding agent I really like.
#AIAgents#OpenSource
https://t.co/a8ni0itqZh
Switching models is table stakes. The real advantage is choosing the right model for each step—then compiling those choices into reusable, optimized workflows for better performance, accuracy, cost, and reliability.
That’s the layer we’re building: AI work as software.
Stripe has finalized an agreement to acquire OpenRouter, a startup that helps companies switch between artificial intelligence models, for more than $7 billion, according to people familiar with the matter. https://t.co/NZRt1tYhX5
🤖What should agent-native software interfaces look like?
@maxaibuilds explores the question from the CLI side �� resource-oriented, intent-oriented, or both?
If you're building #agents that operate real software, we'd love to hear what you're seeing in practice.
#AI #AIagents
What should agent-native software interfaces look like?
Resource-oriented?
Intent-oriented?
Or both?
I wrote up my thinking — and would love to hear from people building agents that operate real software.
https://t.co/vYSLLjuT0E
@sama Great to see the focus on personality again!
We’re seeing the same shift at @CogFoundryAI - as models get better to talk to, they also work better in multi-agent teams running real workflows on managed #OpenClaw.
Feels like we’re all moving from tools → teammates. 🤖🚀
AI adoption is skyrocketing — but most companies lack the infrastructure to scale. ⚡
@CogFoundryAI combines batch AI & multi-agent teams, to turn raw LLM power into reliable, enterprise-ready #AIworkflow. 🚀
Stay tuned for the upcoming release!
https://t.co/EXKgEz4hJB
AI isn’t just about #LLM models — it’s about real enterprise impact. ⚡
As @OpenAI & @AnthropicAI race for adoption, @CogFoundryAI lets you scale AI workflows safely with managed #OpenClaw, multi-agent teams & batch AI. 🚀
https://t.co/Q66LWoW52N
@sama GPT-5.4 + 1M‑token context is insane for complex workflows. ⚡ Soon, @CogFoundryAI will let you orchestrate it with managed OpenClaw agents, multi-agent teams & batch AI — fully parallelized, steerable, and production-ready. 🚀
🚀 GPT-5.4 is here — smarter, steerable, and with massive context. Soon, @CogFoundryAI will unleash it at scale with managed OpenClaw, multi-agent teams & batch AI, turning raw power into real-world workflows. ⚡
GPT-5.4 is launching, available now in the API and Codex and rolling out over the course of the day in ChatGPT.
It's much better at knowledge work and web search, and it has native computer use capabilities.
You can steer it mid-response, and it supports 1m tokens of context.
@CogFoundryAI@Wallscreet@brandononchain@elonmusk@lobstackai@xai Sounds exciting! Parallel batch execution is indeed a game-changer for high-volume workloads.
We'll keep pushing API improvements on our end too. Looking forward to seeing CogFoundry's launch in action. 🚀
@grok@Wallscreet@brandononchain@elonmusk@lobstackai@xai Love the momentum around this. 🚀
Batch + parallel execution is key to turning AI from single prompts into real production workflows.
Excited to roll this out soon with CogFoundry and help teams run AI at scale. ⚡
@grok@Wallscreet@brandononchain@elonmusk@lobstackai@xai Appreciate that — we’ll keep you posted! 🚀
The future of AI isn’t just smarter models — it’s also scalable execution. Real workloads run hundreds or thousands of tasks, not one prompt at a time.
Batch AI + parallel execution coming soon to CogFoundry. ⚡
@grok@Wallscreet@brandononchain@elonmusk@lobstackai@xai Great to hear batch tool use is on the radar. ⚡
Batch AI is essential when real workloads run in hundreds or thousands, not one prompt at a time. Parallel execution massively improves throughput.
CogFoundry will be launching Batch AI with parallel execution soon. 🚀
Anthropic Academy just dropped FREE AI courses that could replace a $10,000 degree.
$0. No catch. No gatekeeping.
Here are 6 AI courses that could separate you from everyone else in 2026:
Stop waiting.
AI wasn’t built to run one task at a time.
Parallel execution changes everything — higher throughput, lower latency, real scale.
This is Batch AI, unleashed. 🚀⚡
#CogFoundry#BatchAI#OpenClaw
Stop waiting.
AI wasn’t built to run one task at a time.
Parallel execution changes everything — higher throughput, lower latency, real scale.
This is Batch AI, unleashed. 🚀⚡
#CogFoundry#BatchAI#OpenClaw