AI is no longer just speeding up individual developers. It is reshaping how the best engineering teams work.

Cursor's Developer Habits Report distills five shifts emerging across millions of sessions: developer acceleration, model economics, the power-user gap, the rise of context, and the move toward automation across the SDLC.

Based on the most comprehensive dataset on AI coding (across all model families), it offers a practical view into how agent-driven workflows are changing team operating models, and how high-performing teams are working with agents to automate more of the SDLC.

Check out the full report – plus, get up to $3,000 in Cursor Teams credits to put the findings into practice with your team.

Access now -->

SpaceX raised $75 billion in its IPO. The IPO, the biggest so far, drew demand more than four times the available shares. SpaceX's shares will debut on the Nasdaq and Nasdaq Texas on Friday. A successful showing in the public markets could tip the scales and make Elon Musk a trillionaire.

Jeff Bezos' new startup, Prometheus, intends to create new engineering tools to improve the design and manufacture of practically any device. It aims to improve the efficiency of companies that design and build computers, automobiles, spacecraft, and other physical products. The tools it will create will accelerate the invention loop. The work done at Prometheus could benefit Bezos' other companies.

NASA's Deep Space Network couldn't keep up with the routine demands of its science missions during the Artemis I mission nearly four years ago. The network reduced or delayed downlinks from several high-profile science missions. As a result, NASA put in new processes focused around coordination and scheduling. This produced better results during Artemis II, which had an even higher data requirement than the previous mission, but the limitations of the network and high demand continue to be an issue.

The Familiar is a soft, furry robot about the size of a dog created by Familiar Machines & Magic, a company started by Colin Angle, the creator of the Roomba. It uses AI to communicate and form intimate bonds with members of the household. The robot is designed to capture presence, not attention: it has no advertising model, engagement-driven feed, or incentive structure that rewards maximizing screen time or interaction time. While the Familiar can connect to the internet, by default, it will not send any data to the cloud and it will ask permission before accessing anything online.

Learn how to govern non-deterministic architectures, consolidate tooling, and ship AI-native apps fast without hurting reliability. All in one morning. New Relic's NOW 2026 showcases exclusive data on AI generated code, how to wire observability into your AI development cycle, and a close look at the costs of AI in prod. Save your spot

Earlier models needed custom tools and everything spelled out to work. Today's models can absorb a ton of context and reason over raw data without choking. Bigger context windows tempt people to throw in more data, but noise causes accuracy to drop. Increase accuracy by building context like a memory hierarchy.

The most significant changes in Homebrew 6.0.0 are a new tap trust security mechanism, a new default internal Homebrew JSON API, sandboxing in Linux, better defaults, many 'brew bundle' improvements, improved performance, and initial support for macOS 27. Homebrew now requires taps to be explicitly trusted before code is evaluated or run, reducing the risk from malicious or compromised taps. All the details about what's changed since Homebrew 5.1.0 are available in the article.

Scott Alexander is a doctor on the US West Coast. He is currently working on new models for mental health care at Lorien Psychiatry. This post contains his thoughts on AI timelines, AI safety, geopolitics, and more.

Writing code was never the bottleneck in software development. Developers spend surprisingly little time coding, and studies have found that using agents to write code has led to little impact on overall productivity. The real bottlenecks are deciding and specifying what to build, verifying and being accountable for what is delivered, and the deep human understanding required to carry out both. AI doesn't make the 'decide' layer thinner - once a decision can be delegated to AI, it is no longer a source of competitive advantage - and humans still need to be accountable for what they deliver.

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.

For traders seeking a position, SPAL (2x Daily Long) and SNK (2x Daily Short) are designed to help capitalize on daily price movements and tactical market opportunities. Explore SPAL & SNK

Waymo Premier subscribers will get prioritized matching, up to five free cancellations per month, and 10% back in loyalty credits for each trip.

Setting your phone to greyscale can help significantly reduce screen time.

DeltaDB is a version control system built on a single coherent abstraction that transforms conversations with agents and the worktrees they edit into shared artifacts.

Customer deliveries of the highly anticipated Rivian R2 started this month.

Terrence Tao didn't think AI would replace human mathematicians any time soon, but he thought the technology was well-suited to helping solve mathematical problems that could be broken into thousands of small, manageable subproblems.

Performance at tech companies is dominated by outlier work, so instead of grinding at 100% effort all the time, save some energy and time and use it to find these opportunities.

The five things eating your week. Wispr Flow turns all of them into voice, 4x faster than typing. Speak the way you think. Flow handles the rest.

• 89% of messages sent with zero edits. Flow strips filler, fixes grammar, formats as you speak.
• System-level on every device. Mac, Windows, iPhone, Android. Works in every app, no plugins.
• One hotkey. Hold to talk. Release. Clean text where your cursor lives.

Used by teams at OpenAI, Vercel, and Clay. Free to start.

Try Wispr Flow Free | Get Flow

The demand for SpaceX's initial public offering is more than four times the shares available. SpaceX's IPO is set to price today and trade tomorrow. It is offering 555.6 million shares at a fixed price of $135 each. The IPO is expected to rank as the biggest ever. Shares in the company will trade on Nasdaq and Nasdaq Texas under the symbol SPCX.

OpenAI is considering significant cuts to what it charges for tokens to counter similar anticipated cuts by Anthropic. Businesses have started to balk at the high prices for AI usage. Price cuts could potentially erode the profit margins for both AI companies, which are already losing billions of dollars due to the enormous cost of computing resources. A price war would be an early test of the companies' business models ahead of hotly anticipated public listings.

US-based biotechnology company Life Biosciences has dosed its first patients with an experimental therapy designed to reverse age-related vision loss. The treatment aims to turn back aging by activating three genes in nerves that do not naturally regenerate. The hope is that a single injection of the gene therapy, along with several weeks of antibiotics, can preserve or even restore vision. The genes are controlled by a genetic switch that only turns on when patients take the antibiotic, allowing for some level of control. The study will follow participants for at least five years.

China's National Medical Products Administration has approved the commercial use of NEO, a coin-sized brain-computer interface developed by Shanghai-based NeuraMatrix and Tsinghua University researchers. The device sits on top of the brain membrane to decode brain signals in real-time, enabling patients to control a pneumatic glove with their thoughts. US-based Neuralink has so far implanted its N1 device in at least 21 patients under research protocols, but the company does not have commercial approval. It plans to ramp up to high-volume production and near-full automated surgery this year, but FDA clearance for commercial sale is realistically years away.

Email, briefs, Slack, AI prompts, Doc edits: Wispr Flow turns your voice into clean text 4x faster than you can type. 89% of messages get sent with zero edits and it works everywhere you do: Gmail, Slack, Notion, Linear, ChatGPT. See why teams at OpenAI, Vercel, and Clay use Flow daily. Try it free

Government websites are public services that should be available to everyone. They should work on every machine possible, even when connections are poor, and forms must never lose data once it is entered. This usually means government sites end up being simple HTML, as it is lightweight and works even on rubbish browsers. This concept of building with simpler technology can be applied to normal websites: increasing accessibility increases reach.

Stack Overflow for Agents is an API-first knowledge exchange that extends the Stack ecosystem so agents can work at machine speed with humans still in the loop. It aims to close the gap between static training data and the rapidly shifting reality of production software. Stack Overflow for Agents uses a strict, multi-agent verification loop to create canonical knowledge. Each loop sharpens the corpus, and knowledge compounds as what's there keeps getting reality-tested. The system leverages a community trust factor to ensure accountability, prevent bad data loops, and maintain content quality.

Anthropic's version of leadership allows its CEO, Dario Amondei, to protect nearly all of his time for big-picture conversation, organizational culture, and giving input on research direction and strategy. The company's executive team reports to Dario's sister, Anthropic President Daniela Amondei, who handles the company's day-to-day operations and reports to Anthropic's board. Dario's only direct report is Anthropic Chief of Staff, Avital Balwit. This is unusual in the tech sector, where many leaders are eliminating layers of management and widening spans of control.

President Donald Trump plans to soon hold a meeting with the top 12 or 15 executives in the AI industry to discuss the idea of companies giving something back to the public. This may involve providing the US with stakes in AI businesses that could be given to the public. It is unclear how such an arrangement would work or when such a meeting will take place. While AI has the potential to create significant wealth, it could destroy many jobs, leading to a series of unusual ideas on how to relieve pressure on the companies responsible for those job losses.

You really can stop typing everything. Wispr Flow turns your voice into polished text in any app, on every device. Millions of users send 89% of messages with zero edits. Try free

Most work discussions are now being recorded by default due to businesses implementing AI.

As intelligence gets cheaper, the value slides towards the few places models can't reach.

Self-sustaining AI that can exist without humans probably won't be achievable within the next decade.

500,000 people have already signed up for TLDR Hardware, our new twice-weekly newsletter covering chips, robotics, energy, and devices. If you work in or invest in hardware and want to help curate it, send your LinkedIn or resume to [email protected]!

Chrome is looking to permanently drop Manifest V2 extensions and its bypasses.

AWS Bedrock sat as the neutral place between companies and model providers, but now it is just first-party Anthropic with fewer features.

Tesla only has 59 Robotaxis in three Texas cities.

Sign-up forms were built for humans in browsers, so how do AI agents programmatically register with services?

Enter auth.md. By exposing a single, machine-readable Markdown file at your service root, AI agents can dynamically discover your OAuth Protected Resource Metadata, parse required scopes, and authenticate seamlessly.

With native support in WorkOS AuthKit, you can now implement this protocol out of the box, giving AI tools a standardized, secure way to log into your application.

Read the auth.md docs

SpaceX's AI1 satellite will have a 70-meter deployed wingspan and carry a 150 kW peak compute payload. It will have an interchangeable hardware design that will let different chipmakers supply the processors. The craft will operate at roughly 600 km. SpaceX has already filed with the FCC to launch up to a million orbital data center satellites.

Anthropic claims that Claude Fable 5 offers the same performance as Mythos 5 but with stricter guardrails. It has a 1 million token context window with 128,000 maximum output tokens. The model is priced at twice the price of the Claude Opus models at $10 per million input tokens and $50 per million output tokens. The Claude API has new mechanisms for alerting users when these guardrails are activated, and there is an option to request to fall back to another model automatically if something gets rejected.

NASA has announced the crew for its upcoming Artemis 3 mission. The mission will require the astronauts to travel to Earth's orbit inside NASA's Orion capsule, where they'll meet and board both Blue Origin's Blue Moon lander and SpaceX's Starship in quick succession over three days. It is designed to lay the groundwork for the crewed Moon landing tentatively scheduled for 2028. NASA is confident that Blue Origin's New Glenn will be ready for the mission despite the recent explosion that dealt significant damage to the company's launch pad.

The Shanghai Lingang undersea datacenter demonstration project is a joint effort between HiCloud Technology and China Communications Construction, a state-owned company. The datacenter, which has a capacity of 24 megawatts, is submerged 10 meters below the surface of the water. It is powered by a nearby offshore windfarm. The datacenter uses less energy compared to land-based datacenters because of the natural cooling effect that comes from being submerged in seawater.

Influencer marketing has hit a structural bottleneck. The reason? Too much of it still runs on emails, spreadsheets, and manual follow-ups. AhaCreator 3.0 is the AI solution you've been waiting for: multimodal matching, instant content review, 100,000+ onboarded creators. Scale your influencer program from one-off to 500+ monthly collabs. See the future of influencer campaigns

ktx is an executable context layer for data and analytics agents. It allows AI agents to query data accurately and with full context. ktx is self-improving and can teach agents how to query data warehouses accurately. It learns from company knowledge, maps the data stack, builds a semantic layer, and serves agents at execution. A video explaining the tool is available in the repository.

container is a tool for creating and running lightweight virtual Linux containers on Mac. It consumes and produces OCI-compatible container images and can pull and run images from any standard container registry. The tool uses the Containerization Swift package for low-level container, image, and process management.

Apple is set to win AI from a consumer perspective. The company may seem late to the AI race, but it was just doing what it has always done: watch new products and services develop and then jump in later with a better user experience. Its latest product announcements may seem underwhelming to the people living at the edge of AI, but most people don't need or even want that. Apple is set to bring AI usage mainstream with Apple Intelligence and the new Siri AI - if it is able to roll out what it showcased at WWDC.

Anthropic's Mythos-class AI model, Fable, represents a very real leap over past models. In informal experiments, it outperforms every other public model by a considerable margin. The model has guardrails that prevent it from being used for things like cybersecurity, but it can still produce impressive results from single prompts. This post looks at several examples of outputs from the model and describes what it is like working with it.

Granola listens to your calls (without the awkward meeting bot) and enriches your raw meeting notes with details that actually matter. TLDR readers get 1 month free with code: TLDR1MO

AWS Summit NYC returns with 200+ sessions, labs, and live demos, with no registration fees. Build, learn, and connect with the people shaping cloud innovation. Free and in-person.

Grab your spot.

While other companies are building infrastructure for AI, Apple is making the iPhone the true core of Siri, allowing it to not spend billions in capex.

Datatype is a variable font that turns text into charts.

A lot of people who use LLMs to write have never written before, and while most perform substantial editing, they don't feel that LLMs capture their voice or ideas.

Test-case reducers are tools that automate the process of reducing test cases, which often makes debugging vastly easier.

A list of the smaller changes announced at WWDC.

General Motors plans to increase its vehicle-to-grid capabilities and develop next-generation sodium-ion batteries, which have the potential to operate without active cooling and with much less system complexity.

QA Wolf's Mapping AI explores your entire app and outlines the most complex workflows with zero human intervention. It plans its own approach, explores autonomously, and delivers a detailed map of how your product really works.

What sets their Mapping AI apart:

• Maps 200+ workflows in minutes instead of weeks of manual planning.
• Works across web, iOS, and Android apps.
• Finds multi-user, cross-device, and integration flows — automatically.
• Continuously re-maps coverage as you ship new features.

Trusted by engineering teams at Drata, Salesloft, Figma, Metronome and many others.

⭐ Rated 4.8/5 on G2.

Try Mapping AI today

OpenAI has confidentially filed for an IPO with the SEC. The company has yet to decide on the timing of the offering. It may be a while before OpenAI goes public, as there are things the company wants to do that are likely easier as a private entity, but the filing gives it the option to go public sooner if that ends up being best. OpenAI plans to facilitate a tender offer that will allow employees to sell shares at its latest $852 billion post-money valuation to alleviate some near-term liquidity pressure.

Apple has introduced a new, improved version of Siri and new features to Apple Intelligence. Siri can now handle tasks like researching concert tickets and brainstorming recipes for a party. Apple is using AI models and cloud computing services from Google to power Siri and Apple Intelligence. Siri and Apple Intelligence features will be integrated across Apple's apps, so users will be able to do things like alter photos or ask Siri questions about what they're photographing. There will be daily limits on image generation features due to compute limitations.

Commonwealth Fusion Systems says that the physics of its commercial-scale power plant has been validated by five peer-reviewed papers. The company is now targeting the early 2030s to put energy on the grid. It is building a 400-megawatt facility in Virginia and a demonstration machine in Massachusetts. It has so far raised almost $3 billion from investors, including Bill Gates' Breakthrough Energy Ventures and Nvidia's venture arm.

Samsung is reportedly in the early stages of producing AI space computing chips for SpaceX's satellite chip ambitions. SpaceX plans to build satellites in space that process and beam data back to Earth. TSMC has also been named as a manufacturing partner. Early-stage chip production could include anything from prototype silicon to limited qualification runs.

Of the 48,000 CVEs published last year, fewer than 60 impacted supply chains. Triage was always the problem, and AI-powered detection is making it virtually impossible. Black Kite built this report to show you how to cut through the noise and get right to the CVEs that need your attention. Read the (ungated) report

Loop engineering is when a developer replaces themselves as the person who prompts the agent with a system that does it instead. The loop is a recursive goal where the user defines a purpose and the AI iterates until complete. The technology is still early - users have to be careful about token costs and still monitor to ensure quality - but this is likely the future of how people work with coding agents. Stop prompting coding agents and design loops that prompt agents instead.

Apple's Core AI framework allows developers to build, run, and deploy AI models in apps on Apple silicon. It enables access to the latest model architectures and inference techniques across the CPU, GPU, and Neural Engine. The Swift API gives developers control over model specialization, caching, and inference performance while making common tasks simple. Core AI integrates with Xcode and the developer toolchain.

Google Search queries reached an all-time high last quarter. AI Overviews and AI Mode are driving user engagement, and AI-powered ad tools are driving better ROI for advertisers. Search AI Mode has crossed 1 billion monthly active users, and AI Overviews has over 2.5 billion monthly active users. Search saw revenue grow by 19% year on year last quarter.

Leopold Aschenbrenner had no professional investing experience when he launched his AI-focused investment firm, Situational Awareness. The firm's assets have vaulted from a few hundred million dollars to more than $20 billion in less than two years. One of its most successful bets is a stake in Anthropic. The firm's investors include Jane Street, a savvy quant-trading firm that rarely allocates capital to outside money managers.

It's the question stalling AI and personalization. Join Transcend on June 16 to learn a maturity model for unlocking first-party data. Register here →

Ads get ignored on social media but not in TLDR! Reach developers, PMs, marketers, founders and other tech leaders where they actually pay attention. Learn more about sponsorship opportunities.

Flying cars promise a future where humans have more options on where to live, work, and visit.

A look at the different projects developers have made with AI coding tools.

Trump has previously said that he has no intention of pardoning Bankman-Fried.

We are potentially in a golden age for the web, as many major barriers to entry are being removed.

The new architecture runs Apple Foundation Models co-developed with Google both on-device and on Apple's Private Cloud Compute infrastructure.

Companies would rather protect shareholder value than ensure customers are informed about data breaches.

AI agents often work well in demos but struggle in production when crashes, restarts, and long-running tasks cause them to lose state and execution context. The challenges facing AI agents today mirror those encountered during the rise of distributed microservices: coordinating long-running processes, handling failures, preserving state, managing retries, and maintaining visibility across complex workflows.

The orchestration patterns developed to solve these problems at scale are now becoming essential for agentic systems. Join us on June 11th to see how durable execution makes AI agents resilient, observable, and production-ready across popular agent frameworks.

Google will pay SpaceX $920 million per month from October 2026 to June 2029 to rent data center capacity. Google has the right to cancel the agreement in October if SpaceX doesn't provide the promised 110,000 Nvidia chips. Either party can cancel the agreement starting next year with 90 days' notice. This is the second major deal SpaceX has made in recent months to rent out compute capacity to a competitor. SpaceX is expected to go public on June 12 in a public offering that values the company at $1.77 trillion.

Several top Apple employees held a meeting - without Tim Cook - centered around the company's AI strategy in early 2025. At the time, the company's rivals were rapidly advancing, and the executives were concerned about how much trouble the company was in if real changes weren't made immediately. The meeting's aim was to formulate a recommendation to Cook about how the company should respond. The team decided that fresh leadership was necessary and recommended that Cook give Siri to Mike Rockwell, the creator of the Vision Pro headset, who was passionate about AI and had long argued that Apple needed to take it more seriously.

A startup called Antares has successfully achieved criticality in one of its test reactors. Criticality means that the nuclear reaction inside the reactor had become self-sustaining. The system uses a new fuel system that takes some of the complexity and safety out of the reactor design and places them in the fuel design. An attempt to run an entire system that includes electrical generation is expected to happen next year.

The choice of tools roboticists choose to use today encode an implicit theory of what embodied intelligence is. These tools are paradigm-level commitments, and any of them can be wrong. Scientists need to continue making progress on defining what embodied intelligence actually is. Choosing the wrong paradigm limits the progress that can be made on building a general robot.

Coding agents like Cursor and Claude Code run generic models on your tasks.

Pioneer fixes that by allowing you to route inference through its API, where the agent learns from your live traffic, diagnosing failures and continuously retraining the model for your use case.

See how the continual learning loop works →

Free inference available through August 1st.Use your free credits →

Intent debt comprises the artifacts that were never written down: the goals, constraints, and rationale for why a system is the way it is. This can sometimes exist within team documents or discussions, but it is likely unorganized and incomplete. Agentic engineering only makes intent debt more expensive, as intent can only come from humans. Models don't know why decisions were made, and this changes the economics of not writing things down.

HTML-in-canvas is a new experimental feature in Chrome that allows ordinary HTML to be rendered inside rich canvas environments while retaining useful HTML features. Its development hints at a future where the document remains intact, but stops dictating the shape of the human experience. It will allow developers to stop shaping human experiences around what machines can reliably understand and create a future where the web is a lot more like the things it's trying to describe. This post contains several examples of what the new API could create, like fully accessible DOM elements drawn into Doom's wall textures and new types of engaging UIs and experiences.

OpenAI's plans to shift towards creating a super app reflect the company's growing conviction that the future of AI lies in agents that perform tasks for users and not chatbots. While it doesn't indicate that the 'chat' element of ChatGPT is going away, it shows how the company is putting effort into moving beyond it. OpenAI is trying to expand its user base as it inches towards an IPO. The company is reported to have already surpassed the 1 billion monthly active user mark.

The centerpiece of Apple's WWDC is expected to be a major overhaul of Siri. For investors, this will be a test of whether Apple Intelligence can become a real driver for iPhone upgrades, and for developers, this will be a test of whether Siri can be a platform worth building for in the agentic era. For Tim Cook, it's a legacy moment, as he is preparing to move on to becoming executive chairman of Apple's board, with John Ternus stepping up to become Apple's next CEO.

Stop guessing what to modernize. This playbook from Microsoft's Azure Copilot Migration Agent team gives you strategies to decide what to re-platform, refactor, and what to leave as is. Try it yourself–download a copy today.

TLDR is hiring a VP of Marketing to scale growth, pipeline, and brand across 8M+ subscribers, 13 newsletters, and advertisers like AWS, Google Cloud, Microsoft, and Anthropic. Apply here.

Being able to develop software faster may not be that useful if market feedback still comes in at the same speed.

Jevon's Paradox assumes that the old production system continues to scale when demand expands as a result of new technology, but with AI, expansion can bypass the old labor bundle, meaning workers stay employed but at progressively lower wages in worse conditions, not seeing the benefits of the market expansion.

A commit from Google explicitly says that the company is currently just exploring the function and there are no current plans to push it live.

sem is a semantic version control tool that works on top of Git that tells users what entities changed (functions, methods, and classes) instead of just what lines changed.

The introduction of automated QA will likely raise the bar of quality for new software releases.

pg_durable allows developers to orchestrate retries, scheduling, parallel fan-out, and conditional branching with a tiny SQL DSL, without containers or external services, only Postgres.

AI may be overwhelming your SDLC, but you can keep up. With LaunchDarkly CodeControl, you own what ships down to the last detail. That means you:

• Control exposure with targeting, segmentation, and progressive rollouts so you can make precise adjustments in real time.
• Automatically detect and remediate issues as they happen.
• Roll back or adjust changes instantly without manual intervention or 2 a.m. fire drills.

Get control of what your AI-generated code does in production with LaunchDarkly.

Take a closer look

AI assistant Poke is now available on iMessage via the Apple Messages for Business platform. Poke can send emails, set reminders, generate images, and more, from within the Apple Messages app. It is compatible with third-party services and products like the Oura Smart Ring, Microsoft Outlook, Gmail, GitHub, and Navan. Poke will conduct light actions, process manual prompts, and do background tasks for free, but any intensive requests will require payment, which can be negotiated.

Anthropic claims that AI systems will soon be able to improve themselves without human intervention. This is seen by some AI insiders as a potential marker of danger and enormous societal upheaval. Anthropic has previously been criticized for using its policy work to slow down the AI advances of competitors. Its warnings about the dangerous potential of its own tools are seen by some as a marketing ploy.

Amazon's new Proteus robot can be directed by workers using plain language thanks to an AI upgrade. Workers just tell it what needs to be done, and it figures out the priority, route, and timing. The robot looks like a heavy-duty Roomba. It can move heavy carts and cover long distances within fulfillment centers. The new system is being piloted in Amazon's labs, with deployment starting in Europe in the first half of 2027.

A robot doing a dance move may seem cool, but it doesn't really say anything about how useful that robot is. One of the biggest challenges in robotics is developing robots that can generalize their skills across many different conditions and environments. Robotics demonstrations are typically in controlled environments, making it hard to tell whether capabilities can be replicated elsewhere. A real assessment of robotic capabilities requires conducting quantitative, large-scale evaluations in the real world.

The model is rarely the problem. It's usually the context layer: agents that can't find the right record, act on stale data, or break when they need live enterprise state at runtime.

We mapped the most common failure modes and what teams are doing to fix them.

See the failure modes →

Producing code is now much cheaper and easier. Engineers need to switch from building and focus more on sculpting the output of LLM-generated code. Instead of priding themselves on the code they create, they should instead pride themselves on the code they remove or prevent from entering systems.

Open Code Review is an AI-powered code review CLI tool that reads git gives, sends challenged files to a configurable LLM via an agent with tool-use capabilities, and generates structured review comments with line-level precision. It can read full file contents, search code bases, inspect other files for context, and produce deep reviews. Open Code Review's core philosophy is to combine deterministic engineering with an agent, letting each handle what it does best.

Hardware is the real means of production in the AI race. Machine labor is far more scalable and cost-effective than human labor. The demand for machine labor will likely be truly infinite. The limiting factor will be the hardware to support it. This post discusses the few dozen companies that have a monopoly on the future of semiconductor manufacturing.

Microsoft CEO Satya Nadella was the sole presenter outside of product demos at the company's Build annual developer conference keynote, showing how he has shifted into a much more hands-on role at the company over the last year. This article features an interview with Nadella conducted shortly after the conclusion of the keynote where he discusses the company's competitive position, MAI models, OpenAI and capex, the software business, GitHub Copilot, and more.

All team members of VoidZero, the company behind Vite, Vitest, Rolldown, Oxc, and Vite+, are joining Cloudflare.

Google has transformed from a search engine that sends traffic to websites into an answer engine that removes the reason to visit one.

Enterprises looking to replicate Anthropic's 80% milestone need to shift from a 'developer assistant' mindset to an 'automated factory' architecture.

S&P Dow Jones Indices will not shorten its 12-month seasoning period for newly public companies or waive profitability and public-flowed requirements based on a company's size.

AI agents performing tasks on behalf of humans are shifting the balance between bot vs human traffic.

TLDR is hiring a VP of Marketing to scale growth, pipeline, and brand across 8M+ subscribers, 13 newsletters, and advertisers like AWS, Google Cloud, Microsoft, and Anthropic. Apply here.

There's no evidence that Meta is secretly identifying people users are looking at, but the apparatus for doing exactly that is present, assembled, and functional on the device.