Posts tagged with "developer copilot with receipts"
2 posts found
Oct 17, 2025 developer copilot with receipts version aware knowledge graph context copilot for GitHub Slack Notion and PDFs provenance backed answers for engineers RAG for technical PDFs and docs IDE Slack MCP CLI web integrations reduce onboarding time and repetitive questions
Why Bigger Context Windows Won't Save Your AI—And What Actually Will
Modern AI models advertise million-token context windows like they're breakthrough features. But research shows performance collapses as context grows. Here's why curated context and precise retrieval beat raw token capacity—and how we've already solved it.
Feb 12, 2024 developer copilot with receipts RAG for technical PDFs and docs code aware retrieval for GitHub and APIs version aware knowledge graph for engineers multimodal table and figure extraction IDE side panel answers with citations MCP compatible context copilot
Enhancing PDF QA with Retrieval-Augmented Generation
Technical developer documentation can prompt a wide range of user questions – from straightforward look-ups to complex analytical queries. Below we categorize some of the most challenging question types and why they are difficult, with examples for each