Resources from "The Modern Engineer's Toolkit: Tools and Workflows in the AI Era" – an event featuring engineers from OpenAI, Anthropic, and Assembled demonstrating cutting-edge AI development workflows.
📅 Event: September 15, 2025 | San Francisco, CA
🔗 Details: View on Luma
🏢 Hosted by: Assembled
AI tools are transforming software development. This event brought together the engineers who are building these tools to share:
- Effective prompting patterns and techniques
- When to leverage AI vs. writing code manually
- Productivity shortcuts and workflows
- Current limitations and future directions
- Calvin French-Owen – Co-founder of Segment, OpenAI Codex team
- Fang Deng – Technical Staff at Anthropic
- Taylor Milliman – Product Engineer at Assembled
- Tools and Workflows in the AI Era – Taylor Milliman's presentation slides covering AI-powered development workflows
Taylor Milliman's curated prompts for AI-assisted development:
- debug.md – Debugging assistance prompts
- fix-build.md – Build error resolution prompts
- pr-comments.md – Pull request review and comment generation
- qa-agent.md – QA and testing agent prompts
- review-all.md – Comprehensive code review prompts
- standup.md – Daily standup report generation
- work-linear.md – Linear ticket workflow automation
This repository is available under the MIT License.