A plain explanation of how LairsFlow works, plus guides on exam pacing and prep strategy for JEE, NEET, and UPSC.
The story behind renaming JuzFlow to LairsFlow: what stayed the same, what moved to the new lairsflow.online home and Firebase project, and what it means for your data and your login.
A full walkthrough of LairsFlow's Vivran v2 release: the new multi-screen workspace, three timer modes, measured completion criteria on the Subjects and Goals page, the Logbook for mocks and lectures, the upgraded dashboard, the Advisor Library, bring-your-own-AI mode, and the unified navigation and notifications.
A calm onboarding guide to LairsFlow's Vivran v2: what to touch in week one, what to ignore for now, and exactly how to slot the timer, Logbook, and Advisor around your existing routine, whatever platform you learn on, whether you sit in offline coaching or self-study. Plus the road ahead to Chintan and a note from the developer.
The v2 rerun of the LairsFlow Advisor grounding test: we seeded a fictional student as restorable data, exported the real Context Builder prompt, and ran it through an outside AI with no API key or quota. What it got right, the one thing it dropped, two bugs the prep surfaced, and the entire annotated transcript.
A realistic, unflinching look at the mess, the fear of judgment, and the quiet self-deception of preparing for JEE, NEET, or UPSC in India, and a concrete account of which of those problems LairsFlow solves, which it does not, and how.
Everything about LairsFlow's first official version, Vivran v1: what it is, how the per-question timer and logging work, a full feature guide, a screen-by-screen UI map, how the dashboard and AI Advisor work, and example prompts to get real advice from your own data.
A field guide to logging questions well and reading the LairsFlow dashboard: exactly how each KPI, chart, breakdown, and the syllabus pacing gauge is computed from your log - including precisely how 'current pace' is defined and what it does and does not account for.
How we tested whether the Advisor reasons over a student's actual data instead of giving generic study tips, without burning through a free Gemini API quota, plus the raw transcript and files to try it yourself.
A rigorous, documentation-style explanation of how LairsFlow works: the per-question timer methodology, question logging, the dashboard, syllabus pacing, the AI Advisor, and answers to common questions.
Free to start. Bring your own Gemini key when you are ready for the Advisor.
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