#coding-agents
Everything Edge has filed under this tag — both AI-curated summaries and original articles.
Summaries
GitHub Copilot Limits Tighten as Agents Spike Compute Costs
GitHub pauses individual Copilot signups, adds token limits per session/week, restricts top models to $39/mo Pro+, due to agentic workflows burning 10x more tokens than six months ago.
Client-Side LiteParse: PDF Text Extraction in Browser
Port LiteParse to browser with PDF.js and Tesseract.js for spatial text parsing from PDFs, enabling RAG visual citations; built via Claude Code in 59 minutes using red/green TDD and small commits.
Agentic Prompt Perfectly Adds Beats to Newsletter Tool
Clone a reference repo to /tmp, mimic existing Atom feed logic for beats with descriptions, and test via python -m http.server plus uvx rodney --help to validate changes—yielding exact SQL UNION and beat type mappings.
Short Prompt Adds Beats to Newsletter via Agent Cloning
Instruct coding agents to clone reference repos into /tmp, imitate existing Atom feed logic in specific files, and test via local server + uvx rodney browser automation—delivering exact SQL UNION for annotated beats in one shot.
Short Prompt Yields Perfect Agentic Update for Newsletter Beats
Prompt Claude to clone blog repo as reference, mimic Atom feed logic to add annotated 'beats' to blog-to-newsletter tool, and test via local server + rodney—produces exact SQL UNION PR needed.