Claude Now Reviews Its Own Code
PLUS: How to get AI to proofread your emails before you send them
✉️ Editor's Note
Ever feel like AI is moving so fast that you're just trying to keep up with what it can do, rather than actually using it? Today's stories show how the industry is maturing—from tools that help AI check its own work to companies teaming up to defend each other. The best part? This means more reliable AI for all of us.
— Sarah Chen, Editor
🗞️ TODAY IN AI
1. Anthropic launches code review tool to check flood of AI-generated code: Anthropic just released Code Review in Claude Code, a multi-agent system that automatically analyzes AI-generated code, flags logic errors, and helps developers manage the growing volume of code produced with AI. Source Why this matters for you: Even if you're not a coder, this shows AI is getting better at quality control—which means the AI tools you use for writing, research, and analysis will become more reliable as these self-checking systems improve.
2. OpenAI and Google employees rush to Anthropic's defense in DOD lawsuit: More than 30 OpenAI and Google DeepMind employees have signed a statement supporting Anthropic's lawsuit against the Defense Department, showing industry solidarity in the controversy over the DOD labeling Anthropic a supply-chain risk. Source Why this matters for you: When AI companies work together on safety and ethics, it's good news for everyone who uses their tools—it means more stable, trustworthy AI services that won't disappear due to regulatory issues.
3. OpenAI acquires Promptfoo to secure its AI agents: OpenAI has acquired Promptfoo, an AI security platform that helps enterprises identify and remediate vulnerabilities in AI systems, underscoring the growing focus on AI safety for business applications. Source Why this matters for you: As AI becomes more integrated into business tools you use daily (like email, project management, and customer service), these security investments mean fewer glitches and better protection for your data.
🔬 DEEP DIVE
By Marcus Rivera
Why AI Checking Its Own Work Changes Everything
Picture this: You ask Claude to write some code for a simple website feature. It spits out 50 lines in seconds. But how do you know it actually works? Until now, you'd need a developer to review it—or just hope for the best. That's the problem Anthropic just solved with their new Code Review tool.
Why it matters for you: This isn't just about code. It's about trust. When AI can check its own work, it means the emails it writes for you will have fewer errors. The reports it generates will be more accurate. The research it summarizes will be more reliable. This "self-auditing" capability is the next step in making AI truly useful for everyday tasks—not just impressive demos that sometimes get things wrong.
The takeaway: Start paying attention to which AI tools have built-in quality checks. When choosing between different AI assistants or writing tools, look for ones that mention "review," "validation," or "error-checking" features. These will save you time fixing mistakes and give you more confidence in the AI's output.
🎓 AI ACADEMY
By Alex Torres
How to get AI to proofread your emails before you send them
👤 Best for: Business professionals, customer service reps, anyone who sends important emails regularly
Stop sending emails with typos or unclear phrasing—let AI be your personal proofreader before you hit send.
- Write your email draft in your usual email client or a separate document
- Copy the text and paste it into ChatGPT, Claude, or your preferred AI assistant
- Use the prompt below to get specific feedback on tone, clarity, and errors
- Review the suggestions and make edits before sending—you're still in control
Sample Prompt (copy and paste this):
Please proofread this email draft and provide specific suggestions for improvement:
[PASTE YOUR EMAIL HERE]
Focus on:
1. Typos, grammar, and punctuation errors
2. Clarity and conciseness (can any sentences be simplified?)
3. Professional tone (is it appropriate for the recipient?)
4. Call-to-action (is it clear what I want the recipient to do?)
Please provide the corrected version and explain the key changes you made.
💡 Pro tip: Add "For a [specific relationship: boss/client/colleague]" to the prompt to get tone suggestions tailored to your specific audience.
⚡ QUICK HITS
- 🔧 Google's new command-line tool: Google released a command-line tool that connects OpenClaw to your Workspace data, making it easier for developers to integrate AI with Google Docs, Sheets, and Drive. Source
- 🎯 Yann LeCun's AMI Labs funding: The AI pioneer's research lab raised $1.03 billion to build "world models"—AI systems that understand how the physical world works, which could lead to more realistic AI assistants. Source
- 🚀 Anthropic's ongoing DOD lawsuit: The original lawsuit that sparked today's employee solidarity movement continues, with potential implications for how AI companies work with government agencies. Source
💬 PROMPT OF THE DAY
Meeting Summary Generator
Please summarize this meeting transcript into a clear, actionable document:
[PASTE TRANSCRIPT HERE]
Format the summary as:
1. Key decisions made
2. Action items (who does what by when)
3. Next meeting topics
4. Open questions that need resolution
Keep it concise but complete—aim for one page maximum. Use bullet points for readability.
See you tomorrow,
The Have AI Do It Team
Sarah, Marcus, Alex & the crew
We translate 'Tech Velocity' into 'Everyday Utility.'
