Find the Idea, Not Just the Keyword: Local Code Search in Dojo
Ask where behavior lives, even when you do not know its filename. Dojo’s on-device indexing gives code and document search a useful head start—and keeps the index local.
HeyDojo Blog content tagged coding.
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Ask where behavior lives, even when you do not know its filename. Dojo’s on-device indexing gives code and document search a useful head start—and keeps the index local.

Same model (gpt-6.1-sol), same repo, same prompts, eleven tasks, every result verified on disk. Correctness tied 11/11; the differences were presentation, payload, and small craft calls. Round 1 of 3 — every table published, no invented efficiency winner.

A startup-built AI workspace against a well-backed coding tool. Same model (Opus 5.5), same repo, eleven tasks, every byte logged. Same correctness; Dojo used ~39% less input and ~43% less payload. Every table published.

Create and edit images and video, generate speech, transcribe and inspect media, search footage, and render visual explanations—all inside one Dojo workspace.

Code is still the center of the Dojo. What makes Dojo different is not only that it can write and debug — it is that a second lane can challenge the work through Lane Assist, ideally powered by a different model.

Dojo understands the system before changing it, debugs with evidence, makes architecture visible, and stays with the work until the Definition of Done is satisfied.