Opportunity ledger / Dossier O-1780
Recurring need documented in 14 independent public source items.
First seen 2026-07-14 · Last updated 2026-09-17 · Recalculated daily
This dossier's trend factor is 2.0, capped at 2.0.
Post title: AI development has become far more expensive, and I'm not sure smaller developers can keep up
it's easy to spend more than a hundred dollars imp…
The public layer keeps only a minimal excerpt. Open the source for full context.
Post title: Show HN: Claude Code and Codex usage screen for TRMNL X e-ink
while I pay just $200/month for Claude Code, it is easy to spend $2000 worth in tokens a week
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Evidence linked to this dossier has received 1 human audit. Reviews may confirm or correct the original label. View quality history →
What this evidence does not show yet
This dossier already carries first-hand payment evidence. What it still cannot tell you: market size, how reachable these people are, or what it costs to acquire them.
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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.