Practical AI Open source AI to tackle your backlog
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Apr 17, 2025 
Join Robert Brennan, CEO of All Hands AI, and Graham Neubig, Co-Founder and Chief Scientist, as they dive into the evolving landscape of AI in software development. They explore how AI tools are reshaping coding workflows, from enhancing developer productivity to managing GitHub issues with open-source agents. The duo discusses trust in AI, coding on the go, and the creative shift in perception around programming. Discover how these innovations are not just about efficiency but transforming coding into a collaborative and accessible craft.
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Spectrum of AI Coding Tools
- AI coding tools range from rapid prototyping for non-coders to senior developers shipping production code.
- All Hands AI targets senior developers and agentic workflows for autonomous task execution without constant input.
Single Agent Over Multi-Agent Systems
- Complex multi-agent frameworks were less effective than a capable single agent for software tasks.
- A single adaptable agent pulling in task-specific tools reduces maintenance and improves performance.
Use Agents for Complex Tasks
- Agents automate task loops by coding, testing, and iterating without constant supervision.
- Use agents for longer, multi-step tasks to increase developer productivity efficiently.