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<div style="display: none; max-height: 0px; overflow: hidden;">Apple's industrial design organization used to be the heart and soul of the company. Today, the organization no longer has a true seat </div>
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<h1><strong>TLDR <span id="date">2026-06-22</span></strong></h1>
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<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Agent Hooks allow developers to interject themselves into an agent's workflow while they are doing work rather than after the work is done. They can stop agents from ignoring rules. This means agents can be used for deterministic checks that work 100% of the time. This article discusses how to create two agent hooks: one that ensures agents never use an 'input' tag directly, and another that ensures agents never claim work is done while tests are still failing.
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<div style="text-align: center;"><strong><h1>Miscellaneous</h1></strong></div>
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<strong>TLDR is hiring a Senior PMM ($180k-$225k base + $40-50k annual target bonus, Fully Remote)</strong>
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<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
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. <a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fjobs.ashbyhq.com%2Ftldr.tech%2F4028e55e-b0f0-433c-8f61-8886d7e07c29/1/0100019eeed77a6d-4626ebf0-4218-4889-9fea-e6da8a4bdd49-000000/6YL9Bg-59peXhgetBSspsPW38SY6iBaBUsyYlQwrc-c=452" rel="noopener noreferrer" target="_blank"><span>Learn more</span></a>.
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<strong>Secretive Wall Street Powerhouse Jane Street Seizes the AI Spotlight (12 minute read)</strong>
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Jane Street is looking to hire more than 500 employees this year. The previously secretive firm is starting to edge more into the spotlight to catch the attention of AI startups and talent. It is aiming to become a major AI investor and supercharge its trading with the technology. Jane Street is eager to make new AI investments and deals for computing power.
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<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fsteve-yegge.medium.com%2Fthe-flat-curve-society-36c8b01eb33b%3Futm_source=tldrnewsletter/1/0100019eeed77a6d-4626ebf0-4218-4889-9fea-e6da8a4bdd49-000000/7qp0R_B46KE_bVeSJx6SV0rKImLFF3YWcppjBD85aXA=452">
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<strong>The Flat Curve Society (18 minute read)</strong>
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<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Anthropic claims that AI model intelligence has become dangerous. AI will continue to grow exponentially in capability, but most people will stop seeing progress. Only a few will have access to superintelligence above the classes of models seen this year. Open models are not likely to improve past Fable class due to huge compute requirements and government lockdowns.
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<div style="text-align: center;"><span style="font-size: 36px;">⚡</span></div></div>
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<h1><strong>Quick Links</strong></h1>
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<strong>Guiding AI with project-level rules (Sponsor)</strong>
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AI agents generate 48% of code on average, yet 55% of leaders worry about losing shared understanding and 39% about shipping with confidence. Project-level rules help standardize AI-driven development. <a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fd2swt604.na1.hs-sales-engage.com%2FCtc%2FGH%2B23284%2Fd2SwT604%2FJks53kwtW69t95C6lZ3kRW8w5D0p7f4whsW6ncf5V4g79vSW2btzdy2KQ4HSW3d09GL4qzDRBW4dsQwv5NjZ5JW2ZtlkW2RvHHRN3gth3T4TZcTW8GMH5b2XtKJVW4RjPT24tPGV3N7CWGg4_fnG4VVCsJn431nTgW5jv7BX6W3P5PN69MhLKppScsW67DH1N7nklv3W37jHmW3hQjLQW4ZSM223l_bJXW3DQWrd72Bb8qW8vZgdN6ZdPrzW2MjPbG8bmSkSF2s5QzQtd56W7D_6vG2XDXrWW8JDtS769tlq4W3sJxkK4n9m0MW2C3dF014v70cW1TwV0c6Tg1YPW92Z4n83MrsTVW1F-J0x2pK_02N6VVQ80dNZPjW5smCvP7HgrTPN3yKGwk5mTMCW3Z1kGd2McSz-M66PW8sqm7kW6MNbVg6d4Wd3W8J4t363C4qsDW8tPxYP3_YCzsW264wH36b-rwBf1k7LYC04/1/0100019eeed77a6d-4626ebf0-4218-4889-9fea-e6da8a4bdd49-000000/QLbsOnFyqA0KMx73sSgQOKYyeP6PvSN3sQdmLZQgCsw=452" rel="noopener noreferrer nofollow" target="_blank"><span>Explore how to standardize AI-driven development</span></a>
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<strong>Big tech engineers need big egos (12 minute read)</strong>
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<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
The most effective engineers are simultaneously high-ego in some situations and surprisingly low-ego in others.
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<strong>About Those "Hackquisitions"... (8 minute read)</strong>
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<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Google paid $2.7 billion to bring Noam Shazeer back to the company, just for him to leave for OpenAI in less than two years.
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<strong>Why Amazon hates 'human-in-the-loop' AI governance (10 minute read)</strong>
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Humans aren't consistent, they make mistakes, and their performance drops over time.
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<strong>Claude Agents give superpowers in Jira (Sponsor)</strong>
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<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Delegate tasks to Claude Agents anywhere in Jira! Claude Agents in Jira have full context to build accurately, all while staying visible and traceable within Jira. <a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Ffandf.co%2F4aWHgLY/1/0100019eeed77a6d-4626ebf0-4218-4889-9fea-e6da8a4bdd49-000000/80OdVkWr6rLnF4EXqpEw7FN3aXVRXPKqMk-q3OHmEVc=452" rel="noopener noreferrer nofollow" target="_blank"><span>Learn more</span></a>.
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<strong>Lighthouse agentic browsing scoring (3 minute read)</strong>
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The Lighthouse Agentic Browsing category evaluates how well sites are constructed for machine interaction through a set of deterministic audits.
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<strong>Trump says he no longer views Anthropic as a national security threat after G7 meeting with CEO (5 minute read)</strong>
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<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
The restrictions on Anthropic have yet to be formally rescinded, and Anthropic has not publicly indicated whether it plans to modify its guardrail policies.
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<strong>Preliminary Thoughts On The Midjourney Scanner (20 minute read)</strong>
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The technology is cool, but it likely isn't useful for most current serious medical applications.
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