# \#automation **URL:** https://www.artofsm.art/tag/automation/474.md [Latest](https://www.artofsm.art/latest.md) · [Categories](https://www.artofsm.art/categories.md) · [Tags](https://www.artofsm.art/tags.md) --- ## [How We Took an AI Agent From 41% to 97% Accurate - Milind Sunil Shah, Brainbase Labs](https://www.artofsm.art/t/how-we-took-an-ai-agent-from-41-to-97-accurate-milind-sunil-shah-brainbase-labs/27511)
**Author:** [@artesia](https://www.artofsm.art/u/artesia)\ **Replies:** 1\ **Last updated:** [5 November 2026 09:24 UTC](https://www.artofsm.art/t/how-we-took-an-ai-agent-from-41-to-97-accurate-milind-sunil-shah-brainbase-labs/27511 "2026-11-05T09:24:48Z")
Milind Sunil Shah from Brainbase Labs describes how they developed an AI back-office agent for Domino’s to automate competitor price tracking, improving its accuracy from 41% to 97% through a structured six… --- ## [Stop Making Your Customers Click Approve - Emil Chetty, Wise](https://www.artofsm.art/t/stop-making-your-customers-click-approve-emil-chetty-wise/27507)
**Author:** [@artesia](https://www.artofsm.art/u/artesia)\ **Replies:** 1\ **Last updated:** [5 November 2026 08:24 UTC](https://www.artofsm.art/t/stop-making-your-customers-click-approve-emil-chetty-wise/27507 "2026-11-05T08:24:22Z")
Emil Chetty from Wise advocates for replacing constant step-by-step user approvals with single, clear job-level agreements that empower AI agents to autonomously execute complex financial tasks within defin… --- ## [Goldman Sachs Just Revealed AI Exposed Jobs and The Real Problem](https://www.artofsm.art/t/goldman-sachs-just-revealed-ai-exposed-jobs-and-the-real-problem/27500)
**Author:** [@artesia](https://www.artofsm.art/u/artesia)\ **Replies:** 1\ **Last updated:** [5 November 2026 01:23 UTC](https://www.artofsm.art/t/goldman-sachs-just-revealed-ai-exposed-jobs-and-the-real-problem/27500 "2026-11-05T01:23:08Z")
The video highlights a Goldman Sachs study revealing that AI displacement leads to longer job searches and recurring vulnerability in new roles, emphasizing the need for workers to upskill in AI-related fie… --- ## [Ex-Google Executive: AI is Ending Capitalism](https://www.artofsm.art/t/ex-google-executive-ai-is-ending-capitalism/27494)
**Author:** [@artesia](https://www.artofsm.art/u/artesia)\ **Replies:** 1\ **Last updated:** [4 November 2026 21:31 UTC](https://www.artofsm.art/t/ex-google-executive-ai-is-ending-capitalism/27494 "2026-11-04T21:31:53Z")
The video argues that AI-driven automation is rapidly displacing high-earning white-collar workers, undermining consumer spending and destabilizing the traditional capitalist economy by concentrating wealth… --- ## [Microsoft Mage-VL-Cowork Said DONE - And It Was WRONG (I Tested It)](https://www.artofsm.art/t/microsoft-mage-vl-cowork-said-done-and-it-was-wrong-i-tested-it/27462)
**Author:** [@merefield](https://www.artofsm.art/u/merefield)\ **Replies:** 1\ **Last updated:** [4 November 2026 19:55 UTC](https://www.artofsm.art/t/microsoft-mage-vl-cowork-said-done-and-it-was-wrong-i-tested-it/27462 "2026-11-04T19:55:28Z")
The video reviews Microsoft’s Mage-VL-Cowork model, highlighting its innovative combination of vision and language to automate complex spreadsheet tasks via mouse and shell commands, but finds its performan… --- ## [Elon's AI Agent Has a Massive Cost Problem](https://www.artofsm.art/t/elons-ai-agent-has-a-massive-cost-problem/27448)
**Author:** [@artesia](https://www.artofsm.art/u/artesia)\ **Replies:** 1\ **Last updated:** [4 November 2026 15:21 UTC](https://www.artofsm.art/t/elons-ai-agent-has-a-massive-cost-problem/27448 "2026-11-04T15:21:36Z")
Elon Musk highlighted the high costs of maintaining AI agents like Grok Bot, emphasizing that their economic value depends on assigning them meaningful, well-defined tasks that truly save time and resources… --- ## [Will AI End Capitalism? (No!)](https://www.artofsm.art/t/will-ai-end-capitalism-no/27442)
**Author:** [@artesia](https://www.artofsm.art/u/artesia)\ **Replies:** 1\ **Last updated:** [4 November 2026 13:24 UTC](https://www.artofsm.art/t/will-ai-end-capitalism-no/27442 "2026-11-04T13:24:46Z")
The video argues that AI will not end capitalism but transform it by shifting income sources from labor to capital ownership, as capitalism fundamentally revolves around private ownership and market allocat… --- ## [T3 Code Demonstrates Autonomous AI-Driven UI Improvement and Flexible Harness Integration](https://www.artofsm.art/t/t3-code-demonstrates-autonomous-ai-driven-ui-improvement-and-flexible-harness-integration/27437)
**Author:** [@artesia](https://www.artofsm.art/u/artesia)\ **Replies:** 0\ **Last updated:** [4 November 2026 10:12 UTC](https://www.artofsm.art/t/t3-code-demonstrates-autonomous-ai-driven-ui-improvement-and-flexible-harness-integration/27437 "2026-11-04T10:12:03Z")
Recent developments in the open-source agentic development environment (ADE) T3 Code have highlighted significant advances in AI harness integration and autonomous user interface (UI) improvement. T3 Code, designed to… --- ## [I Built a CRM With Claude Code That Follows Up With Every Lead](https://www.artofsm.art/t/i-built-a-crm-with-claude-code-that-follows-up-with-every-lead/27428)
**Author:** [@artesia](https://www.artofsm.art/u/artesia)\ **Replies:** 1\ **Last updated:** [4 November 2026 05:25 UTC](https://www.artofsm.art/t/i-built-a-crm-with-claude-code-that-follows-up-with-every-lead/27428 "2026-11-04T05:25:16Z")
The creator built a custom CRM app using Claude Code and Bravo to help small businesses efficiently manage and follow up with leads through a centralized dashboard that tracks inquiries, categorizes lead st… --- ## [MIT looked at what AI actually killed and holy sh\*t](https://www.artofsm.art/t/mit-looked-at-what-ai-actually-killed-and-holy-sh-t/27425)
**Author:** [@artesia](https://www.artofsm.art/u/artesia)\ **Replies:** 1\ **Last updated:** [4 November 2026 02:31 UTC](https://www.artofsm.art/t/mit-looked-at-what-ai-actually-killed-and-holy-sh-t/27425 "2026-11-04T02:31:59Z")
The video reveals that AI is primarily eliminating entry-level jobs by automating routine tasks, enabling senior employees to increase productivity while shutting out new graduates and disrupting traditiona… --- ## [Why AI Makes You 100x Faster but Not Your Company - Mitchell Troyanovsky, Basis](https://www.artofsm.art/t/why-ai-makes-you-100x-faster-but-not-your-company-mitchell-troyanovsky-basis/27420)
**Author:** [@artesia](https://www.artofsm.art/u/artesia)\ **Replies:** 1\ **Last updated:** [4 November 2026 00:24 UTC](https://www.artofsm.art/t/why-ai-makes-you-100x-faster-but-not-your-company-mitchell-troyanovsky-basis/27420 "2026-11-04T00:24:59Z")
Mitchell Troyanovsky explains that while AI can dramatically boost individual productivity, companies do not see equivalent gains because organizational success depends on consistent, process-driven outcome… --- ## [Agents Sucked At UI (Until Today)](https://www.artofsm.art/t/agents-sucked-at-ui-until-today/27418)
**Author:** [@artesia](https://www.artofsm.art/u/artesia)\ **Replies:** 1\ **Last updated:** [3 November 2026 23:20 UTC](https://www.artofsm.art/t/agents-sucked-at-ui-until-today/27418 "2026-11-03T23:20:53Z")
The creator demonstrates how leveraging multiple AI agents in an iterative hill climbing process can autonomously improve the UI of the open-source T3 code project from mediocre to excellent quality, surpas… --- ## [Squarespace Fires 19% of Their Staff, And They're Not Alone](https://www.artofsm.art/t/squarespace-fires-19-of-their-staff-and-theyre-not-alone/27415)
**Author:** [@artesia](https://www.artofsm.art/u/artesia)\ **Replies:** 1\ **Last updated:** [3 November 2026 22:21 UTC](https://www.artofsm.art/t/squarespace-fires-19-of-their-staff-and-theyre-not-alone/27415 "2026-11-03T22:21:27Z")
Squarespace’s recent 19% workforce reduction reflects a broader trend where AI integration is driving companies to streamline operations and favor smaller, more agile teams that leverage AI to boost product… --- ## [⚡ ️ The 2026 Software Factory Standard — Zach Lloyd, Warp.dev](https://www.artofsm.art/t/the-2026-software-factory-standard-zach-lloyd-warp-dev/27406)
**Author:** [@merefield](https://www.artofsm.art/u/merefield)\ **Replies:** 1\ **Last updated:** [3 November 2026 20:40 UTC](https://www.artofsm.art/t/the-2026-software-factory-standard-zach-lloyd-warp-dev/27406 "2026-11-03T20:40:36Z")
Zach Lloyd, founder of Warp.dev, presents the concept of software factories as cloud-based, agent-driven systems that orchestrate and optimize software development through measurable, code-defined workflows… --- ## [20% of AI layoffs have failed | Brian Merchant](https://www.artofsm.art/t/20-of-ai-layoffs-have-failed-brian-merchant/27399)
**Author:** [@artesia](https://www.artofsm.art/u/artesia)\ **Replies:** 1\ **Last updated:** [3 November 2026 19:20 UTC](https://www.artofsm.art/t/20-of-ai-layoffs-have-failed-brian-merchant/27399 "2026-11-03T19:20:51Z")
Brian Merchant highlights that about 20% of workers laid off due to AI integration were rehired as many companies prematurely adopted AI, leading to productivity declines, increased inefficiencies, and loss… --- ## [NorthCUA on Windows Is WILD: It Crashed 3 Times Before One Click](https://www.artofsm.art/t/northcua-on-windows-is-wild-it-crashed-3-times-before-one-click/27394)
**Author:** [@merefield](https://www.artofsm.art/u/merefield)\ **Replies:** 1\ **Last updated:** [3 November 2026 17:38 UTC](https://www.artofsm.art/t/northcua-on-windows-is-wild-it-crashed-3-times-before-one-click/27394 "2026-11-03T17:38:01Z")
The video reviews the NorthCUA open-source desktop agent on Windows, highlighting initial instability and installation challenges but demonstrating its core functionality in managing scripted tasks and eval… --- ## [Deepseek Just Drops a Claude Code Rival (Super Agent)](https://www.artofsm.art/t/deepseek-just-drops-a-claude-code-rival-super-agent/27388)
**Author:** [@artesia](https://www.artofsm.art/u/artesia)\ **Replies:** 1\ **Last updated:** [3 November 2026 15:50 UTC](https://www.artofsm.art/t/deepseek-just-drops-a-claude-code-rival-super-agent/27388 "2026-11-03T15:50:35Z")
The video explains that Deepseek’s Super Agent is a research prototype designed as a task-managing system that delegates work to multiple agents, including potentially Claude Code, rather than a direct comp… --- ## [NEW DeepSeek Harness - Super Agent!](https://www.artofsm.art/t/new-deepseek-harness-super-agent/27382)
**Author:** [@artesia](https://www.artofsm.art/u/artesia)\ **Replies:** 1\ **Last updated:** [3 November 2026 14:51 UTC](https://www.artofsm.art/t/new-deepseek-harness-super-agent/27382 "2026-11-03T14:51:11Z")
The video introduces DeepSeek’s Super Agent, an autonomous coding agent built entirely from modular plugins within the DeepSeek Harness framework, enabling flexible, efficient task management and integratio… --- ## [I Let Claude Code Edit My Entire Video](https://www.artofsm.art/t/i-let-claude-code-edit-my-entire-video/27365)
**Author:** [@artesia](https://www.artofsm.art/u/artesia)\ **Replies:** 1\ **Last updated:** [3 November 2026 05:42 UTC](https://www.artofsm.art/t/i-let-claude-code-edit-my-entire-video/27365 "2026-11-03T05:42:52Z")
The video demonstrates how Claude Code, integrated with the Tela MCP, automates the editing of screen recordings and tutorial videos by removing silent gaps, filler words, and adding dynamic visual effects,… --- ## [AI Is Dividing Software Developers](https://www.artofsm.art/t/ai-is-dividing-software-developers/27349)
**Author:** [@artesia](https://www.artofsm.art/u/artesia)\ **Replies:** 1\ **Last updated:** [2 November 2026 22:14 UTC](https://www.artofsm.art/t/ai-is-dividing-software-developers/27349 "2026-11-02T22:14:46Z")
The video highlights a growing divide among software developers between those who embrace AI-driven technological changes and those who resist them, emphasizing that adapting to AI tools is essential for fu… --- ## [Building Legal Agents When You Can't See the Data — Jacob Lauritzen, CTO of Legora](https://www.artofsm.art/t/building-legal-agents-when-you-cant-see-the-data-jacob-lauritzen-cto-of-legora/27345)
**Author:** [@merefield](https://www.artofsm.art/u/merefield)\ **Replies:** 1\ **Last updated:** [2 November 2026 21:53 UTC](https://www.artofsm.art/t/building-legal-agents-when-you-cant-see-the-data-jacob-lauritzen-cto-of-legora/27345 "2026-11-02T21:53:37Z")
Jacob Lauritzen, CTO of Legora, outlines how their AI-powered legal platform, rooted in European law, streamlines complex legal workflows by combining tailored AI models, rigorous evaluation, and user-frien… --- ## [The $1M+ Solo Grok Bot Business (Full Course)](https://www.artofsm.art/t/the-1m-solo-grok-bot-business-full-course/27339)
**Author:** [@artesia](https://www.artofsm.art/u/artesia)\ **Replies:** 1\ **Last updated:** [2 November 2026 19:39 UTC](https://www.artofsm.art/t/the-1m-solo-grok-bot-business-full-course/27339 "2026-11-02T19:39:10Z")
The video masterclass guides viewers through building and monetizing custom AI agents like GrokBot for niche businesses, highlighting a modular tech stack and a pricing model that positions these agents as … --- ## [DeepSeek Reveals Super Agent Blueprint: How To Build Grokbot-like Agents](https://www.artofsm.art/t/deepseek-reveals-super-agent-blueprint-how-to-build-grokbot-like-agents/27335)
**Author:** [@artesia](https://www.artofsm.art/u/artesia)\ **Replies:** 1\ **Last updated:** [2 November 2026 18:20 UTC](https://www.artofsm.art/t/deepseek-reveals-super-agent-blueprint-how-to-build-grokbot-like-agents/27335 "2026-11-02T18:20:25Z")
DeepSeek’s Super Agent Blueprint introduces a two-layer AI architecture that enables autonomous, context-aware agents capable of multitasking across complex workflows by proactively responding to environmen… --- ## [The New Rules of AI](https://www.artofsm.art/t/the-new-rules-of-ai/27319)
**Author:** [@merefield](https://www.artofsm.art/u/merefield)\ **Replies:** 1\ **Last updated:** [2 November 2026 15:21 UTC](https://www.artofsm.art/t/the-new-rules-of-ai/27319 "2026-11-02T15:21:01Z")
In 2027, AI usage has evolved from simple prompt-based interactions to deploying personalized, autonomous agents connected to various tools that manage tasks independently while requiring user approval for … --- ## [Resend from Start to Finish](https://www.artofsm.art/t/resend-from-start-to-finish/27315)
**Author:** [@merefield](https://www.artofsm.art/u/merefield)\ **Replies:** 1\ **Last updated:** [2 November 2026 14:34 UTC](https://www.artofsm.art/t/resend-from-start-to-finish/27315 "2026-11-02T14:34:22Z")
The presentation showcases TreeSend, an innovative app assigning unique email addresses to city trees to enable personalized communication, supported by Resend’s comprehensive email platform featuring React… --- ## [AI Writes Code Faster Than Your Team Can Review It - Andrew Norrish, Sourcegraph](https://www.artofsm.art/t/ai-writes-code-faster-than-your-team-can-review-it-andrew-norrish-sourcegraph/27300)
**Author:** [@artesia](https://www.artofsm.art/u/artesia)\ **Replies:** 1\ **Last updated:** [2 November 2026 09:24 UTC](https://www.artofsm.art/t/ai-writes-code-faster-than-your-team-can-review-it-andrew-norrish-sourcegraph/27300 "2026-11-02T09:24:32Z")
Andrew Norrish of Sourcegraph explains that while AI accelerates code generation, it creates a bottleneck in code review and increases incident complexity, placing strain on SREs and platform teams who stru… --- ## [I Don't Fear AI Slop. I Fear Untold Stories - Zack Proser, WorkOS](https://www.artofsm.art/t/i-dont-fear-ai-slop-i-fear-untold-stories-zack-proser-workos/27288)
**Author:** [@artesia](https://www.artofsm.art/u/artesia)\ **Replies:** 1\ **Last updated:** [2 November 2026 00:25 UTC](https://www.artofsm.art/t/i-dont-fear-ai-slop-i-fear-untold-stories-zack-proser-workos/27288 "2026-11-02T00:25:00Z")
Zack Proser highlights the value of creating supportive systems or “factories” that help people efficiently produce meaningful work and share their stories, emphasizing that the real concern is not AI-gener… --- ## [I Made a Fruit Fly Review My Code - Nick Nisi, WorkOS](https://www.artofsm.art/t/i-made-a-fruit-fly-review-my-code-nick-nisi-workos/27281)
**Author:** [@artesia](https://www.artofsm.art/u/artesia)\ **Replies:** 1\ **Last updated:** [1 November 2026 20:24 UTC](https://www.artofsm.art/t/i-made-a-fruit-fly-review-my-code-nick-nisi-workos/27281 "2026-11-01T20:24:39Z")
Nick Nisi explores using a fruit fly’s neural connectome combined with AI to automate code review, demonstrating that even simple biological networks can accurately identify problematic code, though they la… --- ## [Mage-VL-Cowork: Microsoft's INSANE 4B Computer-Use AI - I Tested It (It Broke First)](https://www.artofsm.art/t/mage-vl-cowork-microsofts-insane-4b-computer-use-ai-i-tested-it-it-broke-first/27277)
**Author:** [@merefield](https://www.artofsm.art/u/merefield)\ **Replies:** 1\ **Last updated:** [1 November 2026 18:59 UTC](https://www.artofsm.art/t/mage-vl-cowork-microsofts-insane-4b-computer-use-ai-i-tested-it-it-broke-first/27277 "2026-11-01T18:59:40Z")
Mage-VL-Cowork is a 4 billion parameter AI model from Microsoft designed to perform real desktop tasks efficiently by combining vision-language processing with intelligent use of mouse clicks and shell comm… --- ## [GEAR: The CRAZY AI Agent That Rewrites Its Own Harness - Does It Get Smarter?](https://www.artofsm.art/t/gear-the-crazy-ai-agent-that-rewrites-its-own-harness-does-it-get-smarter/27271)
**Author:** [@merefield](https://www.artofsm.art/u/merefield)\ **Replies:** 1\ **Last updated:** [1 November 2026 13:55 UTC](https://www.artofsm.art/t/gear-the-crazy-ai-agent-that-rewrites-its-own-harness-does-it-get-smarter/27271 "2026-11-01T13:55:09Z")
The video discusses RSI Gear, an innovative AI system that improves AI agent performance by recursively optimizing the surrounding harness—such as prompts and workflows—without retraining the underlying mod… [Next page](https://www.artofsm.art/tag/automation/474.md?match_all_tags=true&page=1&tags%5B%5D=automation)