Observed arrival · 2026-11-02
Siya Agrawal’s software for the moment before a decision
A software portfolio presenting six projects, from a context-aware messaging keyboard to an experiment on how people and language models revise interpretations.
- For
- People exploring decision-support software and its design
- Worth noticing
- The Canon experiment withholds aggregates below n=5 and has no “PROVEN” status; VAC’s hosted page shows the interface, not its AI and WhatsApp bridge.
Field notes
The portfolio says its author builds products end to end, spanning interfaces, APIs, databases, browser extensions, keyboards, and research design, with most work running locally first. In the Canon experiment, visitors make an initial reading of “Sure.” before seeing the facts; its described controls include fabricated claims judged before any reveal and a threshold for reporting aggregates. VAC’s hosted version is explicitly limited to showing the interface, with the AI and WhatsApp bridge running on the user’s machine.
Observed signals
Read the marks
Editorial observations of this landing page, not a rating.
One card from the complete issue