Opportunity ledger / Dossier O-1846
Recurring need documented in 2 independent public source items.
First seen 2026-08-03 · Last updated 2026-09-18 · Recalculated daily
This dossier's trend factor is 0.5, capped at 2.0.
Post title: Agent can switch LLM profiles mid-run with no confirmation: switch_llm is default-on and easy to miss
A running conversation can end up on a model the user never chose. The built-in `switch_llm` tool lets the agent move the conversation to any saved LLM profile on its own initiative, it ships enabled,…
Post title: Surface a warning when the default agent profile's llm_profile_ref has drifted from the active LLM profile
Today, a user can: 1. Activate LLM profile A. 2. Activate LLM profile B (switching away from A). 3. See no indication anywhere that the `default` agent profile still privately references A — the compo…
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No first-hand payment statement is on record here, so this page carries no pricing suggestion. A price with no payment evidence behind it is a guess wearing a number.
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Scoring summary
Evidence confidence = strength × evidence volume × source diversity × payment × competition × trend × 10. Counts use independent content items; only first-hand pain, current spend, explicit willingness to pay and concrete feature requests affect the score. Repeated posts by one author are discounted. Scoring and status changes follow deterministic rules.
“Payment-backed” means first-hand payment evidence exists in the record. It does not mean the business is worth building. “Fading” is a recency tag shown alongside any evidence level, not a lower level. Read the full methodology.