Anthropic's Slack coworker 🤖, Meta prediction markets 📈, loop engineering 👨‍💻

Claude Tag is a new feature that lets users create a chatbot that interacts on their behalf on Slack. It can be used to monitor Slack activity ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ 

Sign Up |Advertise|View Online TLDR Together With TLDR 2026-06-24 How do software leaders ship? With CI that turns scale into speed, reliably. (Sponsor) Buildkite has run CI for OpenAI, Airbnb, Canva, Uber and Shopify for 7-12 yrs as they grew. Now we also orchestrate for Cursor, Anthropic, Meta, Mistral, xAI, Discord, Reddit, Ramp, Boston Dynamics, Applied Intuition, ASML, Planetscale, Pierre and Bun... ...and the workloads that build vLLM, Bazel and Backstage. Quietly powering software used by 1B+ people daily, since 2013. Parallelize, fan-out and orchestrate at depths a slightly faster runner won't reach as agentic codegen blows up your build queue. Start with our all-access 30-day trial. Get building → 📱 Big Tech & Startups Anthropic Wants Claude to Be Your New Slack Coworker (2 minute read) Claude Tag is a new feature that lets users create a chatbot that interacts on their behalf on Slack. It can be used to monitor Slack activity, send alerts about important posts, drop comments in conversations, and fix issues with code. Claude Tag will replace the existing Claude Slack app. It is being rolled out to Anthropic's enterprise and team subscription users. Mark Zuckerberg Directed Meta to Create a Prediction Markets App (6 minute read) Mark Zuckerberg recently dispatched a small team at Meta to create a smartphone app similar to Polymarket and Kalshi. The app uses a points system rather than real money, but Meta has not ruled out the eventual use of real money betting. Internally referred to as 'Arena', the app will function independently from Meta's other apps. The effort is part of a broader purchase at the company to create new types of apps based on emerging social behavior online. 🚀 Science & Futuristic Technology With Starfall, SpaceX eyes an edge in global cargo delivery from orbit (3 minute read) A SpaceX Falcon 9 rocket lifted off yesterday with a new saucer-shaped reentry pod called Starfall. The secretive mission's purpose is reportedly to support the transport and delivery of goods through space. Most of what is known about Starfall comes from the FAA's environmental assessment, which says that Starfall will enable point-to-point delivery of critical cargo through space on rapid timelines and provide access to space for commercial in-space manufacturing. Starfall is designed exclusively for cargo and is smaller than SpaceX's human-rated Crew Dragon spacecraft. War by Other Means (18 minute read) The use of robots in war will only increase. All signs point towards governments relying on a much smaller pool of human capital for labor and war. The use of unmanned munitions drives down costs and lessens the need for humans on the battlefield without weakening deterrence. This means that a fundamental source of political power has begun to shift from the people towards the firms that make the machines. 💻 Programming, Design & Data Science Agent stuck on a CAPTCHA? Browserbase logs in, navigates, and finishes the job. (Sponsor) CAPTCHAs and login walls are where most agents quit. Browserbase gives yours a browser that can sign in, get past the block, and carry on—on any site. It's self-healing when pages change and scales to thousands of concurrent sessions, which is how 10K+ teams, including Ramp and Lovable, run 35M+ sessions a month. Get an API key now or book a demo. The Coming Loop (16 minute read) Agent loops are enabling teams to build at astonishing speeds. However, their use reduces developers to the role of merely a messenger. Looping is powerful, but it removes responsibility and encourages people to give in to the machine. While agent loops are likely going to be the future, it's important for developers to retain good judgment and ensure the rules of good engineering are kept. The Problem is Prompt Debt (8 minute read) Treating natural language as a specification language for engineering quietly caps what you can build. Prompt debt increases as additional guidance is added to instructions to nudge models into line. These prompts, full of edge cases and threats to the AI, become impossible to comprehend for teams. Prompt debt locks developers into older models, possibly making them miss potentially cheaper, faster, and better models. 🎁 Miscellaneous TLDR is hiring a Senior PMM ($180k-$225k base + $40-50k annual target bonus, Fully Remote) We're hiring a senior PMM to own product marketing at TLDR. You'll define our positioning, build out sales enablement, and lead every launch. Learn more. NSA Lost Access to Powerful AI Model Amid Anthropic Dispute (6 minute read) NSA cybersecurity analysts were testing versions of Anthropic's tools when export controls were imposed on the company. The tests found that Mythos was able to identify cybersecurity flaws within the NSA's classified network quickly. Analysts were impressed with Mythos' capabilities in controlled test settings. There is an effort to push forward a classified contract between Anthropic and the NSA that would allow the agency to use the company's AI technology for a variety of purposes, but that contract has not been finalized. Dead players (8 minute read) Founders used to aim for the stars. iPhones, social networks, large language models, and cryptocurrency are the sort of non-linear increments that were either created by accident or in the process of trying to do the impossible or unprecedented. The non-linear option is now more impersonal and lower-risk than ever. This means people who have no personal reason to take risks and pursue a moonshot are more likely to try anyway. ⚡ Quick Links Agents you can trust, RoAI you can prove (Sponsor) AI without context is a Magic 8 Ball. The Celonis Context Model grounds your agents in the reality of your business - driving trusted decisions and meaningful ROI. Time to eliminate AI blind spots The truth about being a manager (9 minute read) Management is a challenging and often lonely journey. Please keep code descriptions simple (2 minute read) Commit messages, merge request descriptions, and code comments should be kept clear, to the point, and on a need-to-know basis. Less is more, more or less (9 minute read) More things being made doesn't mean better things are being made. Vulnerability Reports Are Not Special Anymore (6 minute read) The bottleneck now is assessing which issues are real. Meta announces new smart glasses starting at $299, as Zuckerberg keeps pushing wearables (2 minute read) The Meta Glasses come with new designs built in partnership with EssilorLuxottica. Apple and Disney had conversations about merging, says Bob Iger (2 minute read) The talks never went anywhere because Apple didn't show that much interest. Love TLDR? Tell your friends and get rewards! Share your referral link below with friends to get free TLDR swag! https://refer.tldr.tech/c4b06755/ Track your referrals here. Want to advertise in TLDR? 📰 If your company is interested in reaching an audience of tech executives, decision-makers and engineers, you may want to advertise with us. Want to work at TLDR? 💼 Apply here, create your own role or send a friend's resume to jobs@tldr.tech and get $1k if we hire them! TLDR is one of Inc.'s Best Bootstrapped businesses of 2025. If you have any comments or feedback, just respond to this email! 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