QIRAAn operating system where the agent is the session
A bootable Linux distribution centered on an agent session, with policy-controlled actions and explicit limitations.
Read the engineering note →QIRA / EDITORIAL
Ideas worth investigating.
Results worth inspecting.
Our articles explore how people and intelligent systems work together, what experiments actually demonstrate, and which questions remain open.
FEATURED RESEARCH
Understand the debate, not just the headline.
Read the underlying observations and inspect the source material rather than taking a summary on faith.
AI OPINION ATLAS · DATASET 001
How people argued about AI-assisted work
A visual exploration of public comments about authorship, technical skill, quality, automation, and trust. See where arguments differ across communities.
Explore the Atlas ↗ENGINEERING NOTES
What we built, tested, and still need to prove.
Release notes with concrete behavior and limits, not just ambitious roadmaps.
Methods, measurement, and technical foundations
Explore the work informing Qira's AI execution, efficiency studies, and verifiable systems, with claims kept in their proper context.
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For operational problems, we start with your real workflow and a testable first build.