Open Source AI Coding Assistants: The Future of Software Development

on YouTube ↗30m

" summary

Sourcegraph builds an open-core AI coding assistant called Cody that anchors LLM outputs to a parsed code Knowledge Graph for much lower hallucination rates. Demos generate a React app using the Alpha Vantage API and recharts, render a table and chart (one run hits API rate limits but the generated app runs), and editor integrations (VS Code, JetBrains) add commands and context-aware inline completions. Early telemetry shows ~30% completion acceptance within two weeks versus competitors hitting that after months.

AI-written summary · about

" chapters (11)

1. 0:00Introduction to open code AI
2. 1:05Common frustrations with AI coding
3. 3:12AI coding interfaces today
4. 4:58Context from code examples
5. 7:24The squirrel test
6. 11:38Building new applications
7. 15:52Working in legacy codebases
8. 19:26Under the hood of Cody
9. 22:32Why context matters most
10. 25:42Automating software development
11. 26:43Q&A

" related talks

• 31mCody, an open source AI coding assistantBeyang Liu · CDE Universe 2023
• 41mGoing beyond copilot with AI AgentsAlex Shersherbnev · Porto Tech Hub Conference 2024
• 33mAI assisted software deliveryRachel Laycock · XConf China 2023
• 27mAI for software development: A reality checkBirgitta Boeckeler · LeadDev Berlin 2023
• 57mAccelerate Your Developer Productivity with AI Embrace the Future Now!Kito Mann · Great International Developer Summit 2024
• 39mAI and the Democratization of Software DevelopmentMax Gfeller · Build Stuff 2024
• 14mDeveloper productivity in a post-AI worldRoberth Strand · NDC Oslo 2024
• 35mGoing Beyond Copilot with AI AgentsAlex Shershebnev · PyData Amsterdam 2024