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Workflow Automation

Understand Anything – Turn Codebases into Knowledge Graphs

Understand Anything – Turn Codebases into Knowledge Graphs

Grab your coffee. Here are this week’s highlights.


📅 Today’s Picks

gws – Give coding agents Drive access with one CLI

Code example: gws - Give coding agents Drive access with one CLI

Problem

Claude, Codex, and other coding agents are comfortable with shell commands.

But asking them to automate Google Drive often means making them handle OAuth, API request bodies, pagination, uploads, and response parsing before they can do the actual task.

Solution

gws makes Google Workspace easier for agents to use by wrapping Drive tasks in predictable CLI commands.

Instead of building a custom Drive client, an agent can use gws to:

  • Inspect Drive folders and files
  • Upload generated files or reports
  • Handle pagination when Drive has many files
  • Read structured JSON output for downstream steps

Understand Anything – Turn Codebases into Knowledge Graphs

Code example: Understand Anything - Turn Codebases into Knowledge Graphs

Problem

Have you ever opened a large codebase and wondered where to start? A common shortcut is to ask an LLM to explain files one by one.

But it is still hard to visualize how the pieces connect unless you spend time building your own graph, diagrams, and navigation interface.

Solution

Instead of manually building diagrams, Understand Anything creates a visual map of how your codebase fits together with a single slash command: /understand.

After running /understand, you can:

  • Explore files, functions, classes, and dependencies as an interactive knowledge graph
  • Find code by name or meaning with fuzzy and semantic search
  • Ask natural-language questions with /understand-chat
  • Generate an onboarding guide for new contributors

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Work with Khuyen Tran

Work with Khuyen Tran