This week’s biggest stories:
- Anthropic warns it’s nearing self-improving AI capabilities
- OpenAI reportedly raises $11B at a $1.25T valuation
- AI agent security becomes a major focus
- Data centers, energy, and AI infrastructure face new challenges
From personal AI assistants and browser automation to GitHub analysis, automated research, multi-agent systems, and more.
We've put together 20 practical ideas you can build with OpenClaw on a VM, including workflows for developers, creators, and businesses.
Both tools worked with the same local Markdown files.
Here's what I built, how I tested it, and what I learned.
Read the article here: https://t.co/2oinLSKuQf
- Apple launches a touchscreen MacBook Pro
- AI agents, voice models & space-based data centers
- Major startup funding, acquisitions, and IPO developments
Catch up on the stories shaping AI and tech.
The final security audit flagged 1 critical issue and 3 warnings.
Explore the experiment and learn why sandboxing and permission controls matter.
Link: https://t.co/XlbLdbST2m
We tested OpenClaw's security boundaries through a hands-on experiment covering filesystem access, file modification, deletion, and shell execution.
One key finding: the agent could access files outside its configured workspace.
The result? Test coverage grew from 4 to 27 tests — all 27 passing.
But the most interesting part was catching and correcting mistakes in the AI-generated tests.
AI agents can do the work. Verification still matters.
Read the experiment here: https://t.co/vCczS2nGk2
We put Hermes Agent to the test.
Starting with a Python CLI project, we asked it to:
- Address code review findings
- Expand test coverage
- Test edge cases
- Correct mistakes in its own generated tests
Our key takeaway? Delegation can organize complex reviews, but findings still need human verification.
Read the experiment here: https://t.co/df4VFOvx8J
We put it to the test with three specialized subagents:
- Code review
- Test coverage analysis
- Documentation review
The result: 21 unique findings consolidated into one report.