{"edition":{"number":17,"date":"2026-11-01","isToday":false,"total":6},"stories":[{"id":"58590dc1-39a1-4900-b55e-97b6f44d2dd2","position":1,"own":false,"company":"Arca","mono":"AR","source":"Latent Space","region":"Global","topic":"AI products","minutes":4,"title":"Agents Prompt People: Using Agents for Long-Horizon Financial Work","summary":"Arca's head of AI discusses persistent memory and custom harnesses for long-horizon financial workflows. The article covers agentic systems that operate over days rather than single sessions.","summaryLabel":"Summary by AI","summaryHidden":false,"brief":"Arca uses AI agents for long-horizon financial planning tasks that can span up to ten days, managed through an internal persistent memory system. The agents perform analysis and propose solutions, but human advisors retain final authority over trading and money movement. The firm builds a custom harness to route tasks to the best model based on internal benchmarks and uses a meta-agent to improve the system over time.","call":null,"why":"Arca's agents handle long-horizon tasks using a persistent memory system that tracks client context, responsibilities, and next steps across days, enabling stop-start workflows without losing state.","watch":"Whether Arca expands its agent capabilities to include more autonomous decision-making within deterministic guardrails.","url":"/read/go/58590dc1-39a1-4900-b55e-97b6f44d2dd2","date":"2026-10-31T16:05:00.000Z","editionNumber":17,"editionDate":"2026-11-01","opened":false,"saved":false,"skills":[],"practice":null,"roles":null,"threadId":"9b42c884-0928-482f-b98b-593a61104bcd"},{"id":"471f207b-442d-47ad-9f57-fc9d129a99c8","position":2,"own":false,"company":null,"mono":"LN","source":"Lenny's Newsletter","region":"Global","topic":"Org and leadership","minutes":null,"title":"🧠 Community Wisdom: The biggest sources of interruptions for PMs, hiring junior PMs with case studies vs. behavioral interviews, building a product harness for AI-driven development, and more","summary":"The newsletter covers sources of interruptions for product managers, hiring junior PMs using case studies versus behavioral interviews, and building a product harness for AI-driven development.","summaryLabel":"Summary by AI","summaryHidden":false,"brief":"This newsletter highlights community discussions on the biggest sources of interruptions for product managers, hiring junior PMs with case studies versus behavioral interviews, and building a product harness for AI-driven development. It is a subscriber-only compilation of member conversations.","call":null,"why":"The text identifies specific hiring trade-offs, such as using case studies versus behavioral interviews for junior PMs, which provides a concrete method to evaluate or avoid.","watch":"Whether the newsletter publishes the full case study examples or the specific interruptions list mentioned in the community wisdom thread.","url":"/read/go/471f207b-442d-47ad-9f57-fc9d129a99c8","date":"2026-10-31T16:14:41.000Z","editionNumber":17,"editionDate":"2026-11-01","opened":false,"saved":false,"skills":[],"practice":null,"roles":null,"threadId":null},{"id":"da27f6db-d46e-4e76-8861-208fa8de4c18","position":3,"own":false,"company":"Apple","mono":"AP","source":"TechCrunch","region":"Global","topic":"AI products","minutes":2,"title":"Apple CEO says the company doesn’t ‘want to ship AI for AI’s sake’","summary":"Apple's CEO stated the company does not want to ship AI for AI's sake. The statement was a defense of the company's current position in the AI landscape.","summaryLabel":"Summary by AI","summaryHidden":false,"brief":"Apple CEO John Ternus stated that the company does not want to ship AI for AI's sake, emphasizing that AI should be integrated seamlessly so users do not need to think about whether a feature is powered by AI or traditional software. He acknowledged past delays in releasing advanced Siri features but expressed satisfaction with the current direction. Ternus also argued that while AI agents could simplify tasks, product creation remains a deeply human endeavor.","call":null,"why":"Apple prioritizes user experience over AI branding, suggesting AI features should be invisible unless they provide clear value, which could guide product teams to focus on utility rather than marketing AI capabilities.","watch":"Whether Apple introduces new AI features that blend so naturally into the user interface that they are indistinguishable from traditional software.","url":"/read/go/da27f6db-d46e-4e76-8861-208fa8de4c18","date":"2026-10-31T21:41:00.000Z","editionNumber":17,"editionDate":"2026-11-01","opened":false,"saved":false,"skills":[],"practice":null,"roles":null,"threadId":"4e91dfd3-abf0-4705-a718-d1e1465a5702"},{"id":"b5d3c70c-104e-4ee8-8e06-0bcd58bca7f4","position":4,"own":false,"company":"TikTok","mono":"TI","source":"TechCrunch","region":"Global","topic":"Platforms","minutes":7,"title":"From restaurant guides to payments, here’s how TikTok is building a super app","summary":"TikTok may be developing into a super app for various digital activities. The platform could expand beyond social media to include features like restaurant guides and payments.","summaryLabel":"Summary by AI","summaryHidden":false,"brief":"TikTok is expanding from a social media app into a super app by adding restaurant guides, in-app money transfers via TikTok Pay, hotel and attraction bookings through TikTok GO, and a sports hub. These features aim to keep users within the platform for discovery, booking, and payments, competing directly with Yelp, Google, and fintech services.","call":null,"why":"TikTok is integrating payments and booking directly into the app, so user transactions and revenue stay within its ecosystem instead of being sent to external platforms.","watch":"Whether TikTok launches the peer-to-peer money transfer feature in direct messages in the U.S.","url":"/read/go/b5d3c70c-104e-4ee8-8e06-0bcd58bca7f4","date":"2026-10-31T15:41:57.000Z","editionNumber":17,"editionDate":"2026-11-01","opened":false,"saved":false,"skills":[],"practice":{"id":"pq:001","title":"Build the feature or fix the bug","minutes":10,"format":"case"},"roles":null,"threadId":"541eb9e4-1505-44c0-8714-0d8044a2bcb0"},{"id":"05e6b276-e71f-44de-a0f0-2383cf9672bc","position":5,"own":false,"company":"Google","mono":"GO","source":"Latent Space","region":"Global","topic":"AI products","minutes":29,"title":"[AINews] Google admits AI Mode hurts Search revenue; -15% $500B drop worst since 2004 IPO. AI Bear Market coming?","summary":"Google admitted that its AI Mode has negatively impacted Search revenue. The company reported a 15% drop in market value, marking its worst decline since its 2004 IPO.","summaryLabel":"Summary by AI","summaryHidden":false,"brief":null,"call":null,"why":null,"watch":"Whether Google introduces premium ad placements or alternative monetization strategies within AI Mode to recover lost revenue.","url":"/read/go/05e6b276-e71f-44de-a0f0-2383cf9672bc","date":"2026-10-31T05:00:48.000Z","editionNumber":17,"editionDate":"2026-11-01","opened":false,"saved":false,"skills":[],"practice":null,"roles":null,"threadId":"4e91dfd3-abf0-4705-a718-d1e1465a5702"}],"locked":{"count":1},"today":"2026-11-02","viewer":{"signedIn":false},"essays":[{"id":null,"own":true,"title":"When five accounts generate forty support tickets","glimpse":"Imagine a support report with 40 tickets about an export problem and two about lost workspace access.","brief":"Imagine a support report with 40 tickets about an export problem and two about lost workspace access.","call":"Imagine a support report with 40 tickets about an export problem and two about lost workspace access.","callLabel":"The idea","stage":null,"url":"https://thepmcode.substack.com/p/when-five-accounts-generate-forty","date":"2026-10-30T04:50:49.000Z","minutes":4}],"prev":{"number":16,"date":"2026-10-31","lead":{"title":"The TL;DR on Figma Weave: Make your creative process repeatable","company":"Figma"}},"next":null,"recent":[{"number":16,"date":"2026-10-31","lead":{"title":"The TL;DR on Figma Weave: Make your creative process repeatable","company":"Figma"}},{"number":15,"date":"2026-10-30","lead":{"title":"API credits benefit for eligible ChatGPT subscriptions","company":"OpenAI"}},{"number":14,"date":"2026-10-29","lead":{"title":"Legora is building the agentic operating system for legal work","company":"Legora"}}]}