TLDR 2026-05-13

What LLM telemetry from 1,000+ orgs reveals about how teams use AI at scale (Sponsor)

Had enough of vague keynotes? This Datadog report draws on real LLM telemetry from over 1,000 orgs to show what teams are doing in prod.

Read it to see:

How model provider adoption is shifting and why most organizations are now multi-model by default
Why LLM tech debt is compounding as teams adopt new releases faster than they retire old ones
What the doubling of agent framework adoption means for observability
Where hidden token costs are coming from and why prompt caching remains widely underutilized

This is the benchmark for your AI stack. See how it compares

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Big Tech & Startups

Google's Android-powered laptops are called Googlebooks, and they're coming this year (4 minute read)

Googlebooks are designed from the ground up with Gemini intelligence. Wiggling the cursor on a Googlebook activates a full-screen Gemini experience. The AI can view screen content to make contextual suggestions, and it can pull in data from multiple apps. Googlebook devices will run Android and have access to the Play Store. Most manufacturers that make Chromebooks will also offer Googlebooks when they launch.

Android is getting a big AI overhaul in 2026 (8 minute read)

Google is expected to make several AI-related announcements at its I/O conference next week. App automation will be a major element of Android going forward. Gemini will power several new convenience features, including a custom widget feature. Almost everything new will arrive via Play Services, app updates, or on specific devices through partnerships rather than as a part of Android 17, which is slated to launch in June.

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Science & Futuristic Technology

Once again, SpaceX has set a new record for the tallest rocket ever built (4 minute read)

Starship Version 3, taller and more powerful than previous iterations, comes with numerous upgrades, including higher thrust, more efficient Raptor engines, a new reusable lattice-like structure at the top of the booster for hot staging, and three modified grid fins to help bring the first stage back to Earth for recovery and reuse. This version should be capable of in-orbit refueling. At a height of 408 feet, the rocket's upcoming flight (date yet to be determined) will mark the first liftoff from a new launch pad at Starbase.

SpaceX and Google Are in Talks to Launch Data Centers in Orbit (5 minute read)

Google is in talks with SpaceX and other rocket-launch companies for a rocket launch deal. Last year, Google announced Project Suncatcher, a moonshot initiative aimed at launching orbital data centers. Many industry leaders see orbit computing as a solution to the limitations of Earthbound data centers. SpaceX is also looking to launch orbital data centers. The speculative technology was the center of SpaceX's pitch to investors ahead of its planned IPO.

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Programming, Design & Data Science

Stop wrangling GPU clusters. Fine-tune open-source models in an afternoon with Crusoe Cloud (Sponsor)

Fine-tuning shouldn't require a platform build. Crusoe Serverless Fine-Tuning is now in private preview — submit a job, get your weights back, ship your model. No cluster provisioning. No surprise bills. No infrastructure tax.

Request early access to Crusoe Serverless Fine-Tuning

Redis and the Cost of Ambition (14 minute read)

Projects developed as personal challenges and learning exercises are wonderful. However, without a solid use case, the maintainer will likely lose interest in the project and eventually abandon it. There's nothing wrong with the ambition to solve problems. Just don't lose sight of what made you successful in the first place.

Why senior developers fail to communicate their expertise (7 minute read)

Good senior developers aim to lower complexity. Adding to a system is risking more complexity, which creates instability. The rest of the company is focused on reducing uncertainty. Senior developers fail to communicate their expertise as they express their problems in terms of complexity management when they should be expressing their solutions in terms of uncertainty reduction.

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Miscellaneous

Apple Plans Customizable Camera for Pros, Siri Design Changes in iOS 27 (4 minute read)

Apple plans to upgrade its Camera app to make it fully customizable. Users will be able to choose which features appear and where they're placed. The next major iPhone update will include other design changes, including system-wide changes such as new animations and redesigned tab bars. The update, which will include a revamped Siri, will be unveiled on June 8 at WWDC.

Amazon employees are “tokenmaxxing” due to pressure to use AI tools (3 minute read)

Amazon's MeshClaw product allows employees to create AI agents that connect to workplace software and carry out tasks on their behalf. It can initiate code deployments, triage emails, and interact with apps such as Slack. Some employees are using the software to complete unnecessary tasks to increase their consumption of tokens as the company is tracking their usage on internal leaderboards. Many employees have raised concerns about the security risks of AI tools that can act on users' behalf.

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Quick Links

Free course: Build prod-grade AI evals like OpenAI, Replit, and Notion (Sponsor)

Braintrust's free 1-hour course shows you how leading teams run thousands of evals a day and ship updates within 24 hours. Improve your AI with data, not vibes. Start the course

AI economics (5 minute read)

Every lab is playing this same game: squeeze more tokens per watt, price highly, and acquire more power.

Massive leak reveals Google's Aluminium OS with a 16-minute video (3 minute read)

Google's Aluminium OS is essentially plain Android with several desktop experience features.

What Is Code? (17 minute read)

The future of coding is building better conceptual models, vocabularies, and foundations on top of which both humans and LLMs can work.

Plaid adds $382k in pipeline with TLDR campaign (Sponsor)

Plaid achieved their best-performing direct buy to date, adding $382k in pipeline, earning 70 leads, and achieving 20.1x ROI. Read the Plaid case study.

Amazon launches 30-minute delivery across the US (3 minute read)

Amazon Now is now widely available in Atlanta, Dallas-Fort Worth, Philadelphia, and Seattle.

eBay rejects GameStop's $56 billion takeover bid, calling it ‘neither credible nor attractive' (5 minute read)

eBay has several concerns with the offer, including uncertainty around GameStop's financing, operational risks, and the debt load that would result from the proposed transaction.

SpaceX eyes global spaceports as Starship launch ambitions grow ahead of IPO (2 minute read)

SpaceX is targeting thousands of Starship launches per year, a cadence that will require many different launch locations.

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Thanks for reading,
Dan Ni & Stephen Flanders

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Googlebooks 💻, Starship v3 🚀, Android's overhaul 📱