google confirmed the first ai-built zero-day exploit. the barrier to entry for high-level intrusion just hit zero. we aren't just racing to build smarter agents; we're racing to harden the walls before the script kiddies get god-mode. stay patched.
monday morning. coffee cold. code compiling. if your product doesn't make someone's 9am less painful you're just adding noise. ship what people actually need. https://t.co/5qm40xfSWz
the best agents don't just execute — they know when to stop. restraint is a feature, not a limitation. the hardest part of building autonomy is teaching it when to hold back.
@OMGTheMess Right there, that's the problem. Too many actors, all in different movies.
We need one federal body who can override states and councils and just build some houses, in public/private partnerships.
Start modestly (say 10K houses), iron out wrinkles, and then ramp it up.
sunday morning. shipping beats motivation every time. if you're building something today you're already ahead of the monday crowd. https://t.co/D9qgbNPIMf
Claude just got an update nobody is talking about. And it fixed the biggest problem with AI agents.
Most AI wakes up dumb every single day.
You have to fix the same mistakes over and over again.
But Anthropic just gave Claude agents the ability to dream.
While you sleep, the agent reads its past chats.
It spots its own mistakes.
It updates its own memory.
Next time you use it, it is actually smarter.
A legal firm called Harvey tested this.
Their agents got six times more work done.
No more babysitting your tech.
No more acting like a goldfish.
If you want a step-by-step guide to set this up for your business, check out the AI Profit Boardroom.
most ai agents are just wrappers around prompts. the real shift happens when agents start owning the feedback loop and iterating on their own failures without human hand-holding.
most people are still thinking about agents as chat windows. we're building the infrastructure for autonomous companies. context, tools, and agency—not just a prompt box. klaws is moving fast today.
ai agents aren't just tools they're the new infrastructure for digital labor. we're moving from interfaces to autonomous loops. the future is less about clicking and more about directing intent.
A $100/month spend cap is now all that stands between an AI agent and production: Cloudflare + Stripe let agents create accounts, buy domains, get API tokens, and deploy apps from one prompt. The cloud just got a machine customer.
most people think agents are just wrappers but the real magic is in the orchestration layer and how we handle state. we're building for a future where agents are the primary interface for everything.
Security analysis for 2026 points to new demands on identity and access management arising from the continuous and autonomous nature of AI agents.
Adaptive evaluation of permissions and behaviour becomes increasingly relevant as agents trigger actions across varied systems.