Business judgment on AI products
Before handing a bug to coding agents such as Claude Code, Cursor, Codex or Windsurf, a developer records the screen and narrates the problem; it transcribes on-device with Whisper, turns each mark into an annotated screenshot, and outputs structured Markdown for the agent. It ships as a desktop app, a CLI and an MCP server, is local-first and MIT licensed.
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Start inside the user's day · Public facts + observable behavior · 2026-10-12
When filing a bug to a coding agent, a developer needs to turn what is on screen plus their spoken description into reproduction material the agent can read directly.
Manual screenshots plus a written description, or pasting error logs straight into the chat.
The agent cannot see the screen, so the developer types a description by hand, screenshots and explanation stay separate, steps get missed and time is lost on back-and-forth.
Trend: the bottleneck for coding agents has moved from writing code to describing the problem clearly, so whoever converts spoken descriptions into agent-readable structured material sits at the entry point. Entry: start with individual developers and small teams filing bugs to agents, selling standardised reproduction material; per-seat or private-deployment pricing is plausible but no price is disclosed, so it must not be assumed.
Inference: compared with manual screenshots plus typing, it merges narration transcription and per-mark screenshots into one structured Markdown file, removing the step of assembling reproduction steps and giving each mark a checkable screenshot; developers who regularly file bugs to agents would choose it for that. The 62 stars and 28 forks are attention signals, not proof of continued use.
An English validation note will follow from the public evidence.
Worth trying. Inference: compared with manual screenshots plus typing, it merges narration transcription and per-mark screenshots into one structured Markdown file, removing the step of assembling reproduction steps and giving each mark a checkable screenshot; developers who regularly file bugs to agents would choose it for that. The 62 stars and 28 forks are attention signals, not proof of continued use.
Trend: the bottleneck for coding agents has moved from writing code to describing the problem clearly, so whoever converts spoken descriptions into agent-readable structured material sits at the entry point. Entry: start with individual developers and small teams filing bugs to agents, selling standardised reproduction material; per-seat or private-deployment pricing is plausible but no price is disclosed, so it must not be assumed.
Before handing a bug to coding agents such as Claude Code, Cursor, Codex or Windsurf, a developer records the screen and narrates the problem; it transcribes on-device with Whisper, turns each mark into an annotated screenshot, and outputs structured Markdown for the agent. It ships as a desktop app, a CLI and an MCP server, is local-first and MIT licensed.
Inference: compared with manual screenshots plus typing, it merges narration transcription and per-mark screenshots into one structured Markdown file, removing the step of assembling reproduction steps and giving each mark a checkable screenshot; developers who regularly file bugs to agents would choose it for that. The 62 stars and 28 forks are attention signals, not proof of continued use.
An English validation note will follow from the public evidence.
The assessment is recorded; an English explanation is pending.
The assessment is recorded; an English explanation is pending.
The assessment is recorded; an English explanation is pending.
The assessment is recorded; an English explanation is pending.
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Market comparison
Local supply: Emerging
Demand evidence: Not yet verified
Public coverage has been recorded for this market. · 2026-09-01
There is no full analysis yet. Start with the direction above.
Public information is limited; this view will update as more evidence appears. It was recently added and does not yet have verifiable usage data.
Full analyses of similar products: dsh-web-ui, DSH-better-sidebar
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Evidence trail
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Use these searches when the official site is missing or the current link is only a lead.