very weird thing happening rn
technical people are sad, they think their skills are now useless
non-technical people are desperately wishing they were more technical so they could use agents better
AI agents can fail quietly
Costs can keep climbing
And you might not know until customers are already affected
Agent Fabric brings more control:
→ Evaluate continuously for quality issues
→ Trigger predefined interventions when quality drops
→ Cap spend before requests exceed budget
If your agents are live, evaluate them live
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Powering DeepSeek-V4.1-Flash at scale with high throughput and low latency. We’re sharing our production stack to help the community lower compute costs, reduce energy use, and make AI more affordable.
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1/4
We spend $20m+/year improving Todoist with some of the world's most skilled people. And we are probably much more proficient with AI than most vibe coders.
People greatly underestimate how hard it is to create truly great products. It's like food: many people can cook, but not at a Michelin level.
Boris Cherny built Claude Code. In 11 minutes he explains why the new Opus models need less prompting than anything before them.
and why your old detailed prompts are now working against you.
here's the part nobody is talking about:
> long instructions don't make the model smarter anymore.
> old prompt templates just add noise.
> his own team cut most of the Claude Code system prompt.
> he suggests deleting your CLAUDE.md every few months to see what the model can do without it.
most people are still prompting like it's 2025.
the model got smarter. the prompts didn't.
watch it below ↓
It takes a while to build the confidence, but there's no future where you're manually reviewing every line of agent code. Not much acceleration in that. You need adversarial agent reviews, you need automated testing, and maybe you spot check. That's it. From prompt to production!