Anthropic just showed a 24-minute workshop on how to actually prompt Claude.
Taught by the people who built it.
Free. No signup. No paywall.
I've watched $300 courses that don't cover what they teach in the first 8 minutes.
Usage limits are up, effective today we're:
1) Doubling Claude Code's 5-hour limits for Pro, Max, Team and seat-based Enterprise plans
2) Removing peak hours limit reduction on Claude Code for Pro and Max plans
3) Substantially raising our API rate limits for Opus models
Someone just built the world's first Office suite designed for AI agents.
It's called OfficeCLI and it lets agents read, edit, and create Word, Excel, and PowerPoint files from the command line.
→ Single binary with zero dependencies
→ No Microsoft Office, no WPS, no runtime needed
→ Every command supports structured JSON output
→ Path-based addressing for every element in every document
→ Resident mode keeps documents in memory for batch edits
→ Works on macOS, Linux, and Windows
→ Ships with a SKILL.md that teaches Claude Code how to use it
100% Open Source. Apache 2.0 License.
https://t.co/3WHWD1aY8y
Paste this to your coding agent right now:
```
read the code for this repo and write a markdown doc telling me everything you can infer or know with certainty about the high level intent and idea behind this repo
ask me questions for anything that isn't clear
then pop open the doc for me to review and answer
the goal here is to make sure my intent is obvious to any agent reading this code
```
Codex 5.5 hack:
"Are you 100% confident in this strategy? If not, find all possible loopholes, suggest proper fixes and run this loop until you are factually 100% confident in the new startegy"
This works like charm. It makes Codex 5.5 high perform even better than codex 5.5 extra high.
Why? Codex 5.5 is the only model i noticed that is self aware. It never makes high claims unless the model verifies everything.
This doesn't work with Opus 4.7 cuz that's a very insecure model. You can paste this prompt over and over again, the model keeps saying "you're absolutely right,....."
But with codex, after 2-3 iterations you'll notice yourself it actually patched all loopholes and this genuinely sounds like a good strategy.
Try this out, thanks me later.
This is probably the most honest AI architecture breakdown on the internet right now.
9-layer AI production architecture
services/ - RAG pipeline, semantic cache, memory, query rewriter, router. Not one file. Five.
agents/ - document grader, decomposer, adaptive router. Self-correcting by design.
prompts/ - versioned, typed, registered. Never hardcoded.
security/ - input, content, output. Three guards not one.
evaluation/ - golden dataset, offline eval, online monitor. Most people skip this entire layer and ship blind.
observability/ - per-stage tracing, feedback linked to traces, cost per query.
.claude/ - agent context so your AI coding assistant knows the codebase before it touches a file.
The demo is one file. Production is this.
SOMEONE JUST KILLED THE REAL ESTATE INDUSTRY
A guy scanned an entire house with his phone. Uploaded it.
Now anyone on Earth can walk through it in a browser tab. No app. No VR. No agent. No appointment.
Click → you’re inside. Every room. Every angle. Every shadow. Photoreal.
The numbers are insane:
- Agent fee on a $500k home: $15,000
- Cost to make this scan: ~$200
- Time to “tour” 50 houses: one evening
- File size: smaller than a TikTok
The science is wild too:
It’s called 3D Gaussian Splatting instead of polygons (how games render), it uses millions of tiny glowing “splats” of color and depth.
AI reconstructs reality from your photos. The result loads on a phone and looks like you’re THERE.
The grift opportunity is even wilder:
Freelancers are already charging $300–$800 per scan for realtors, Airbnbs, venues, car dealers, museums.
One person + one phone + one weekend = a business.
Open source. Built on PlayCanvas.
Free GitHub: https://t.co/ew6Ql8Ad6u
I asked my agent:
Write a blog post about why it's important to be in front of AI agents and run them in the background and live your life.
Result:
https://t.co/eHPupBCy0z
in 5 languages
Having a live stream on Saturday 10am Berlin time. Q&A about AI automation and agentic workflows. Wanna join? Write a comment with your case or question and I will DM you an invitation.