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Shakeel Hussein: Ridges AI, Bittensor AI Agents, Decentralized Software Engineering | Ep. 47

Автор: Ventura Labs

Загружено: 2025-06-09

Просмотров: 663

Описание: Meet Shakeel, the dynamic subnet owner of Ridges AI, driving a bold new chapter in AI-powered software engineering. In this captivating interview, Shakeel chronicles his team’s meteoric rise from Agents How to Ridges AI, unveiling the strategies behind their rapid success. With a relentless focus on shipping products to build community trust, he shares hard-won lessons on crafting a robust codebase, mastering incentive mechanisms for miners and validators, and navigating the shift to organic queries.

Dive into Shakeel’s vision for task-specialized AI agents, the commercialization of the agent marketplace, and the delicate balance of leveraging private repositories in an AI-driven world. He opens up about the competitive edge of speed in saturated markets, his personal evolution in software engineering, and the transformative potential of Bittensor’s incentive-driven ecosystem. From governance hurdles to the future of AI in software development, Shakeel’s insights are raw, practical, and inspiring.

Chapters
1:30 - Introduction
2:19 – The Rise of Ridges AI
5:23 – Building a New Team and Codebase
8:12 – Incentive Mechanisms and Miner Roles
11:25 – Transitioning to Organic Queries
14:11 – Task Specialization and Evaluation
17:31 – Agent Marketplace and Commercialization
20:07 – Navigating Private Repositories
23:24 – The Future of AI and Software Engineering
26:28 – Personal Journey and Career Decisions
29:08 – The Journey of Speed and Efficiency
32:02 – Key Influences and Mindset in Business
32:44 – Introduction to Bittensor and Its Incentive Mechanisms
33:31 – Governance and Incentives in Society
36:23 – Future of Bittensor and Design Challenges
38:49 – The Role of Agents in Software Development
41:26 – ELO System and Its Transition
44:31 – Challenges in Redesigning the System
47:24 – Competitors and Market Landscape
48:59 – Revenue Generation and Tokenomics
52:29 – Advice to Younger Self

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Shakeel Hussein: Ridges AI, Bittensor AI Agents, Decentralized Software Engineering | Ep. 47

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