Claude can now take control of a computer to perform tasks. It can
manually perform tasks by typing or moving the
cursor


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TLDR

TOGETHER WITH [Orkes] [4]

TLDR 2026-03-24

TECHNICAL WEBINAR: THE 4-LAYER PRODUCTION AI STACK FOR AGENTS THAT
ACTUALLY DELIVER (SPONSOR) [4]

Most enterprise teams are still building agents that work in demos
but fail in production. The problem isn't the model. It's the missing foundation around it.

Agents built in isolation can't deliver real business outcomes without orchestration, reliability, and governance. In this webinar [4], Orkes
breaks down the four layers leading engineering teams are using to
take agents from prototype to production:

* TOOL CONNECTIVITY WITH MCP - Turn existing APIs, microservices,
and workflows into agent-ready tools without replatforming
* AGENT BUILD LAYER - Rapidly design and iterate on agentic
workflows
* DURABLE EXECUTION - Run agents on a fault-tolerant, scalable orchestration runtime [4]
* OBSERVABILITY AND GOVERNANCE - Track, audit, and control every
agent decision

SAVE YOUR SPOT FOR APRIL 16TH [4]

¨

BIG TECH & STARTUPS

ANTHROPIC'S CLAUDE CAN NOW CONTROL YOUR COMPUTER (3 MINUTE READ) [5]

Claude can now take control of a computer to perform tasks for Claude
Pro and Claude Max users on macOS. It can manually perform tasks by
typing or moving the cursor and use programs like web browsers, dev
tools, and file browsers. The agent will always ask for permission
before performing tasks, and users can stop the agent from performing
a task at any time. Anthropic has implemented safeguards to minimize
risks like prompt injections.

MORE MAGIC MATH FROM OPENAI? (3 MINUTE READ) [6]

OpenAI is offering 17.5% guaranteed returns to private equity firms.
It is likely offering the deal because the company needs money, and
private equity is the last large pool of capital it can tap. No
healthy business needs to offer the terms that OpenAI is offering. The
need for cash is real.

¨

SCIENCE & FUTURISTIC TECHNOLOGY

ALPHABET'S DRONE DELIVERY STARTUP, WING, EXPANDS SERVICE TO THE BAY
AREA (1 MINUTE READ) [7]

Wing is bringing its ultra-fast residential drone delivery service to
the Bay Area. The company currently operates in limited areas of
Atlanta, Charlotte, Houston, and Dallas-Fort Worth. It has completed
more than 750,000 deliveries. Users can get drone delivery through
eligible apps like Walmart and DoorDash, as well as Wing's own
marketplace.

DESIGNING AI FOR DISRUPTIVE SCIENCE (27 MINUTE READ) [8]

There is hope that, if we build systems with much stronger general
reasoning, discovery will follow as a near-automatic consequence, but
there is no guarantee that this will happen. Many technologies have
promised radical scientific acceleration yet failed to do so. For
example, the Internet has made it much easier to search and
collaborate, but revolution has not largely emerged at scale, mostly
because of deeper inefficiencies in how science is organized. There is
even evidence that online journals narrow what researchers read and
cite, potentially accelerating consensus instead of expanding the
space of ideas explored.

¨

PROGRAMMING, DESIGN & DATA SCIENCE

RAW MEETING NOTES + GRANOLA = AWESOME, RICH CONTEXT. NO AWKWARD
MEETING BOT REQUIRED (SPONSOR) [9]

Ever notice how AI transcription bots miss the big picture? Granola
[10] takes your raw meeting notes and enriches them so you get the
information you actually need from each call. REPLIT, VERCEL, and
POSTHOG use it to auto-create pitches, standups, and strategy docs.
TLDR readers get 1 month free with code: TLDR1MO [10]

CQ: STACK OVERFLOW FOR AGENTS (5 MINUTE READ) [11]

cq is a way for agents to share the useful knowledge they have
locally for the benefit of other agents. It allows agents to share
knowledge, with other agents confirming what works and flagging what's
gone stale. This stops agents from wasting tokens on what doesn't
work. The more knowledge the agents share, the better they all get.

HOW WE MADE RAMP SHEETS SELF-MAINTAINING (9 MINUTE READ) [12]

Ramp built an agentic system to maintain Ramp Sheets that
continuously monitors production, triages alerts, and proposes fixes
without human intervention. All code still requires engineer review
before it is merged. This article explains how the team built the
system. Strong observability and QA means fewer bugs, less downtime,
and a better experience for Ramp customers, and agents make exhaustive monitoring feasible at a production scale.

¨

MISCELLANEOUS

THERE ARE ONLY TWO PATHS LEFT FOR SOFTWARE (13 MINUTE READ) [13]

Public markets are saying that software is not as valuable as it used
to be. CEOs need to either accelerate revenue growth by 10+ percentage
points, year over year, through genuinely new AI-native products over
the course of the next 12-18 months, or rebuild their companies to
40%+ true operating margins, including stock-based compensation. By
the end of next year, everything between those paths of high growth
and high profits will look like no-man's land. CEOs today need clear initiatives to drive toward one of these outcomes.

HOW NVIDIA KEEPS ITS IRON GRIP ON THE AI BOOM (14 MINUTE READ) [14]

Nvidia generates more profit than almost any other public company on
the planet, thanks to the astronomical demand for its chips prompted
by the global AI boom. It has used its funds to become the industry's
most powerful financier. The company's deals have grown the broader AI ecosystem by providing the crucial financing backing for companies
crushed by the high costs of building the technology. It also keeps
customers hooked on Nvidia's products and steers them away from rival chipmakers.

¨

QUICK LINKS

TRY LIGHTFIELD THE CRM THAT CAPTURES EVERY CALL AND EMAIL
AUTOMATICALLY, FOR 3 MONTHS - FREE (SPONSOR) [15]

Ask any question about your customers and get cited answers from real conversations. No data entry required. Use code TLDRTQL23 for 3 months
free [15].

THE BROKEN ECONOMICS OF DATABASES (14 MINUTE READ) [16]

Database vendors have incentives that push them away from simplicity
and toward defensibility, which results in products that get worse
over time.

AUTORESEARCH ON AN OLD RESEARCH IDEA (7 MINUTE READ) [17]

Autoresearch is effective when the search space is clearly defined,
but it falls apart when entering into unknown territory.

MARKDOWN ATE THE WORLD (13 MINUTE READ) [18]

Markdown is easy to write and produces an output that is consumable
in a universal and highly performant way that requires nothing except
access to a web browser.

MAKE SMARTER APPLICATION DECISIONS WITH AZURE COPILOT MIGRATION AGENT (SPONSOR) [19]

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. [20]

ARROWJS (WEBSITE) [21]

ArrowJS is a fast, type-safe UI framework for the agentic era with
zero dependencies.

AUTO-DREAM (1 MINUTE READ) [22]

Claude Code has a new feature called Auto-dream that basically runs a sub-agent periodically to consolidate Claude's memory files for better long-term storage.

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If you have any comments or feedback, just respond to this email!

Thanks for reading,
Dan Ni [29] & Stephen Flanders [30]

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[5] https://www.cnet.com/tech/services-and-software/claude-control-your-computer-to-perform-tasks/?utm_source=tldrnewsletter
[6] https://om.co/2026/03/23/more-magic-math-from-openai/?utm_source=tldrnewsletter
[7] https://sherwood.news/tech/alphabets-drone-delivery-startup-wing-expands-service-to-the-bay-area/?utm_source=tldrnewsletter
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