62 episodes
- Join the newsletter: https://alphawork.substack.com--For the last three years, we were told the same story: AI is coming for every white-collar job, software engineers are obsolete, and bots will run companies on autopilot. But inside real enterprises, that narrative is falling apart.Companies that laid off workers to chase full AI automation are quietly reversing course—dealing with what analysts call the "AI Boomerang" effect. In this video, we break down why enterprise AI automation failed, how an 1800s economic principle explains why human builders are becoming *more* valuable, and the 3-step playbook you can use right now to build career alpha over the next 18–24 months.--🔗 RESOURCES & LINKS:Join the newsletter: https://alphawork.substack.comGitHub: https://github.com/argonlabs23/workst...--OUR PARTNERS:- Granola: New users get 100% off for their first month (https://go.granola.ai/workstak) - Wispr Flow: New users get a 30-day Pro trial instead of the standard 14 days. Unlimited words, Command Mode, all Pro features, no card required. (https://ref.wisprflow.ai/workstak) - Doola: all‑in‑one back-office platform that handles US business formation, banking guidance, bookkeeping, taxes, and e‑commerce analytics for founders worldwide. New users get 20% off Doola’s Annual Premium Plans (https://partnersps.doola.com/workstak) Connect with me:LinkedIn: https://www.linkedin.com/in/barrywinata/X: https://x.com/barrywinataEmail: alphastack26@gmail.com
Why did my startup fail? How to use AI to validate business ideas before launch
22/08/2026 | 15 mins.Join the newsletter: https://alphawork.substack.com--When AI tools like Claude Code and Cursor can build software in a weekend, raw code execution is no longer your competitive moat. The real bottleneck for AI-native startups has shifted: it's no longer "Can we build this?" but "Should we build this, and is it worth our time?"We break down how to stop relying on random "shower thoughts" and build a personal system for idea engineering.You'll learn:- Why high-value ideas are more precious right now than ever before- How to build a low-friction Idea & Friction Repository with simple tags- The 6 stage framework on how to build an idea factory with AI🔗 RESOURCES & LINKS:- Find Curated AI Tools & Execution Playbooks: https://workstak.co- Join the newsletter: https://alphawork.substack.com- GitHub: https://github.com/argonlabs23/workstack/Connect with me:LinkedIn: https://www.linkedin.com/in/barrywinata/X: https://x.com/barrywinataEmail: alphastack26@gmail.comStop waiting for startup ideas to strike by accident. Learn how to generate viable business concepts instead of relying on luck.Most founders are told that great companies start with a sudden shower moment, but that approach rarely works. This video explains why depending on random inspiration leads to months of wasted time staring at a blank screen. If you are tired of waiting for the perfect startup idea to appear, this breakdown offers a more reliable path to finding a business concept that actually works.We cover why the myth of spontaneous innovation keeps so many people from building products. You will learn why a structured process is better than hoping for a lightning strike of genius. By moving away from passive waiting, you can begin the actual work of validating your business ideas effectively.Subscribe for weekly startup strategy breakdowns, and comment below on what business topic you want to see covered next.- Skill Builder Prompt: https://workstak.co/resources/agentskills-builder-prompt--Join the Newsletter for deeper insights (free): https://alphaworks.substack.comAs we enter the age of agentic AI, relying on monolithic, bloated prompts costs you extra API tokens, causes attention decay, and leads to random, unreliable results. In this video, we break down Agent Skills—the open standard (https://agentskills.io) for building reusable, local playbooks that teach AI agents *how* to perform specific tasks step-by-step. You'll learn:- How Agent Skills work under the hood using Progressive Disclosure (Metadata → Instructions → Resources)- Why skills keep your context window clean and dramatically reduce token costs- The critical difference between Prompts, Skills, and Model Context Protocol (MCP)- How to structure and write effective `SKILL.md` files for your own workflowsWhether you use Claude Code, Cursor, or custom LLM agent frameworks, understanding skills will help you build reliable, production-ready AI agents that follow your exact conventions every single time.Connect with me:- LinkedIn: https://www.linkedin.com/in/barrywinata/- X: https://x.com/barrywinata- Email: alphastack26@gmail.com
- Join the Alpha Work newsletter: https://alphawork.substack.com--Trying to get early users for your startup or SaaS product?Reddit is one of the best distribution channels available right now—but 90% of founders get banned within their first month. In this video, we break down why standard marketing pitches fail, how Reddit's spam filters work, and a step-by-step framework to get signups by being genuinely helpful.--Connect with me: alphastack26@gmail.com Follow me on LinkedIn: https://www.linkedin.com/in/barrywinata/ Follow me on X: https://x.com/barrywinata
- Join the newsletter: https://joinalphabytes.substack.com--The internet is being transformed by AI-generated content. Is this a good thing or not? Ultimately, this is the best time to be a human.--X: https://x.com/barrywinataLinkedIn: Join the newsletter: https://joinalphabytes.substack.com--The internet is being transformed by AI-generated content. Is this a good thing or not? Ultimately, this is the best time to be a human.--X: https://x.com/barrywinataLinkedIn: https://x.com/barrywinata
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About Alpha Work
Barry Winata brings you insightfiul ideas, systems, and models that explore what the next frontier of work will look like. https://alphawork.substack.com/
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