TLDR

TLDR 2025-04-01

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01GENERAL

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Bugs sneak out when less than 80% of user flows are tested before shipping. But getting that kind of coverage — and staying there — is hard and pricey for any sized team.

qawolf.comSponsor

02BIG TECH & STARTUPS

APPLE READIES ITS BIGGEST PUSH INTO HEALTH YET WITH NEW AI DOCTOR

Apple is preparing a completely revamped Health app and an AI health coach. A release is due as early as iOS 19.4 in the spring or summer of next year. The Health app will collect data from users' devices and the AI coach will use that information to tailor recommendations about ways to improve health. Food tracking will be a particularly big part of the revamped app. There will be features that use data from cameras.

bloomberg.com13 min read

03SCIENCE & FUTURISTIC TECHNOLOGY

HUMANOID ROBOTS ARE LOUSY CO-WORKERS. CHINA WANTS TO BE FIRST TO CHANGE THAT

Chinese startup UBTech is training human-like robots to sort auto parts and move containers. The AI-powered robots can work with other robots and figure out on their own how to get the job done - and also learn how to do it better. It currently takes two of UBTech's robots around 12 seconds to load a container onto a truck together, compared to three seconds for human workers, but the robots are expected to get faster and they can work around the clock. The startup plans to deliver 500 to 1,000 of its robots to clients this year.

links.tldrnewsletter.com8 min read

BLUE ORIGIN PREPPING SECOND NEW GLENN LAUNCH IN ‘LATE SPRING'

Blue Origin is preparing for a second launch of its New Glenn mega-rocket in late spring. The company identified seven corrective actions after reviewing the booster failure that occurred during the attempted landing on an ocean platform on New Glenn's inaugural flight in January. They mainly focus on propellent management and engine bleed control improvements. Blue Origin will attempt another booster landing during New Glenn's second test flight.

techcrunch.com1 min read

04PROGRAMMING, DESIGN & DATA SCIENCE

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GEMINI 2.5 PRO VS. CLAUDE 3.7 SONNET: CODING COMPARISON

Gemini 2.5 Pro, an experimental thinking model from Google, has become the talk of the town since its release. It is better at coding, has a one million token context window, and it's free. While Claude's 3.7 Sonnet is not that far behind, at this point, there's no point in using it over Gemini 2.5 Pro. Gemini 2.5 Pro has now taken the lead as the default answer to every model comparison.

composio.dev11 min read

AIRFLOW-AI-SDK

This repository contains an SDK that allows users to call large language models and orchestrate agent calls directly within Apache Airflow pipelines using decorator-based tasks. It can be used to define tasks that call language models to process text, organize straight multi-step AI reasoning, automatically parse and validate outputs, and change the control flow of a DAG based on output. The SDK supports all models in the Pydantic AI library.

github.comGitHub repository

05MISCELLANEOUS

OPENAI PLANS TO RELEASE A NEW ‘OPEN' AI LANGUAGE MODEL IN THE COMING MONTHS

OpenAI intends to release its first open language model since GPT-2 in the coming months. The model will have reasoning capabilities along the lines of o3-mini. The company plans to host developer events to gather feedback and demo prototypes of the model. The first event will take place in San Francisco within a few weeks. There will be sessions in Europe and Asia-Pacific regions.

techcrunch.com3 min read

TRUMP SAYS TIKTOK DEAL WILL COME BEFORE APRIL 5 DEADLINE

US President Donald Trump says that a deal with ByteDance to sell TikTok will be finalized before the April 5 deadline. Trump has previously stated that he is open to extending the deadline if a deal isn't reached. A group led by Susquehanna International Group and General Atlantic has emerged as the front-runner in TikTok talk deals. Private equity firm Blackstone is considering a small stake in TikTok's US operations.

techcrunch.com1 min read