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From chaos to clarity — code reviews made simple. Fishpond turns any codebase into live, interactive graphs, so you can review architecture and context—not line-by-line, but 10× faster. Desktop version comes with real-time diff.

Fishpond: Desktop VersionAI + Visualization = 10× Faster Code Reviews
Neo Liuleft a comment
We built Fishpond for code writers to WATCH the architecture context instead of line-by-line reading. Fishpond turns codebases into live, interactive graphs, with real-time diff visualization (edits, deletions, and potentially impacted files), plus AI risk checks so you can understand impact fast. Who it’s for: 1. Tech leads & EMs – keep architecture clean & clear, review PRs faster, onboard...

Fishpond: Desktop VersionAI + Visualization = 10× Faster Code Reviews
Fishpond.sh - 1-Click GitHub Repo Visualization

Fishpond.shFishpond.sh - 1-Click GitHub Repo Visualization
Neo Liuleft a comment
Don't Read Code, Watch Code! We're a team of engineers building a new paradigm for understanding code — not by reading it, but by visually watching how it works, evolves, and interacts. Our MVP integrates Tree-sitter + AI, enabling AI models to visualize ASTs, audit diffs, and review codebases like you're navigating a living system. Built for developers who care about code quality,...

Fishpond.shFishpond.sh - 1-Click GitHub Repo Visualization
