Why Anthropic Doesn't Require Humans to Review Every PR | Last Week In Tech
From Beyond The Build · 54:13
Show by Uma Abu and Ope Osunkoya
Be part of the show: https://btb-listener-line.fly.dev/ Ask us a question or suggest an Episode: https://forms.gle/8tEg2CKTNNWteSgt9AI has changed how software engineers write, review, and ship code, but is it actually making developers more productive?In this episode of Beyond the Build, we break down Anthropic's AI-assisted code review process, where AI agents review AI-generated code and human approvals depend on the risk involved. We explore what this means for the future of code reviews, software engineering workflows, and developer productivity.We also discuss why some engineers are getting unlimited AI budgets while others face restrictions, the paradox of AI making developers busier instead of reducing their workload, and why hungry junior engineers might have an advantage over experienced developers in the AI era.Plus, we cover major cybersecurity incidents, including developer tool supply chain attacks, compromised DevOps environments, exposed credentials, and growing concerns around AI and data privacy.Connect with Ope - https://www.linkedin.com/in/osunkoyaope/Connect with Uma: Instagram: (https://www.instagram.com/umacodes) Tiktok: (https://www.tiktok.com/@umacodes) Twitter: (https://twitter.com/umacodes) LinkedIn: (https://www.linkedin.com/in/umaabu/)Follow us on Social Media Instagram: (https://www.instagram.com/beyondthebuildpodcast) TikTok: (https://www.tiktok.com/@beyondthebuildpodcast)00:00 - Trailer 01:48 - Welcome to Last Week in Tech 02:14 - How the Claude Code Team Reviews Code 04:45 - Which Changes Still Need Human Approval? 09:11 - The OpenClaw Creator’s Reported $10M Token Budget 11:10 - Cisco’s Ambitious AI Code Rewrite 13:18 - Unlimited AI Budgets vs. Token Restrictions 15:00 - AI Promised Less Work. Why Are We Busier? 18:58 - Why Hunger Matters More Than Tenure 21:35 - Business Impact Over Busywork 23:28 - Build a Prototype Instead of Debating for Weeks 26:06 - Staying Curious as an Experienced Engineer 27:38 - Learning AI by Actually Building With It 30:09 - Discussing the Reported Binance Hack 34:18 - Engineers as Targets for Social Engineering 38:35 - The Reported Claude Code Extension Backdoor 40:27 - Why Security Needs More Than Individual Caution 43:10 - Applebee’s Database Password Exposure 45:11 - Smart Devices & the End of Security by Obscurity 48:07 - Google Personal Intelligence & Data Privacy 51:16 - Why the Hosts Changed Their Minds About Data Sharing 53:39 - Outro & Listener SubmissionsSend us a message
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