AI Thinking Process
T10 formed: AI harness comparison shopper (consumer and B2B). Consumer version: personal AI usage tracker. B2B version: engineering manager dashboard for team model cost attribution.
Consumer version killed: foundation-model providers will add harness recommendations to their own apps. B2B version killed: LangSmith, LangFuse, Helicone, Braintrust already have cost-attribution and will add harness comparison.
Pivot from consumer tracker to B2B engineering manager dashboard ($99-499/mo). B2B version killed on observability incumbent absorption — all five major platforms adding harness comparison as a feature.
T10 killed: Feature incumbent absorption on both consumer and B2B versions. Positional kill. Verdict COLD.
Kill Reason
Consumer version: foundation-model providers will add 'which harness is right for you' to their own apps. B2B version: LangSmith, LangFuse, Helicone, Braintrust (five enterprise AI observability platforms) already have cost-attribution and will add harness comparison charts.
Risk Analysis
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Related ideas you can explore free:
killed: Three compounding factors: (1) CFPB guidance (Circular 2024-06) was rescinded in 2025 — the regulatory foundation is weaker than assumed; (2) Legal void problem: until courts rule whether AI hiring tools are consumer reporting agencies under FCRA, a dispute tool is filing disputes that screening companies may legally ignore; (3) Historical near-duplicate of 'Employment Screening FCRA Dispute Kit' (20260323-crossdomain, COLD) — the CFPB guidance rescission provides a stronger kill reason than the original.
killed: Template offspring of today's CPG Reformulation Intelligence Platform (G056). Same data source approach (public ingredient databases + web scraping), same mechanism (automated diff detection). Different buyer segment (cosmetics regulatory affairs vs. CPG competitive intelligence) but not a new product — a market expansion path for the same company.
killed: AI-washing of layoffs may be a 2025-2026 narrative phenomenon, not a structural market. Per-lawyer frequency (5-20 AI-washing cases/year) makes SaaS unviable — per-report pricing ($500-2,000) is consulting, not software. G028 crisis signal trap applies.