25 MAY 2026
David decided: Bypassed the broken Granular hook to write nine days of entries straight to the database
When David's Granular helper had been stuck with null tokens for nine days and the new audit-gate flow on the freshly shipped local helper added another hurdle, he refused another round of helper-debugging and told the AI to write the missing entries directly to his database, the way they'd done before.
"well dude you can just manually write the entries without using the granular hook like how we did last time. bypass and just go straight to my granular"
David noticed nine days of his Granular profile had been silent. The helper's tokens had gone null around May 16 and the freshly shipped local helper added an audit-gate confirm step the AI had not seen before. When the AI started restoring tokens and trying to push entries through the helper's two-step staging flow, David cut it short and told it to skip that path entirely and write the entries directly. He owns the profile and was willing to make that one-time call rather than spend another hour fixing a system that was broken for him specifically.
"have you updated my stats? eg last seen? messgaes sent to ai agents? messages on each day?"
Right after the 81 entries landed, he checked the next obvious gap — that the heatmap and message counts are driven by separate telemetry tables and don't update when you only insert entries.