Verdict Calibration
Is the bar real, or just strict?
The validation rubric rarely returns a "Build" verdict. This page makes the threshold a measured choice, not a guess: the full score distribution, the exact criterion that blocks each near-miss, and a graph-grounded thesis confidence that credits ideas with real evidence behind them.
Score distribution
A real bar, not a hype machine: most reports land in Validate, and Build is reserved for ≥80 with no weak criterion.
What blocks Build
Among near-misses, the criterion most often scoring below 7/10:
Closest near-misses
One criterion from Build.
Reports scoring Validate-or-better, ranked by how little stands between them and a Build verdict.
AI workflow reliability monitor for small teams
Weakest: Feasibility (6.2/10)
Private AI prompt workspace for sensitive teams
Weakest: Feasibility (6.2/10)
AI operations signal monitor: Amazon CEO's talks with U.S. officials triggered crackdown on Anthropic models
Weakest: Feasibility (6.2/10)
AI operations signal monitor: AMD acquires Taalas to boost inference performance by etching models in silicon
Weakest: Feasibility (6.2/10)
AI operations signal monitor: Born Against, or why hobby programming communities are against LLM usage
Weakest: Feasibility (6.2/10)
AI operations signal monitor: If Claude Fable stops helping you, you'll never know
Weakest: Feasibility (6.2/10)
AI operations signal monitor: MiMo Code is now released and open-source
Weakest: Feasibility (6.2/10)
AI operations signal monitor: Muse Glimmer: 30B-parameter model optimized for always-on local agent workflows
Weakest: Feasibility (6.2/10)
AI operations signal monitor: Prevent cognitive debt by manually retyping LLM-generated code
Weakest: Feasibility (6.2/10)
Thesis confidence
Where real evidence lifts the score.
A graph-grounded signal: the raw validation score plus bounded credit for declared complaint evidence, a trend seed, and cross-vertical keyword demand. Monotonic and capped at 100 — evidence can only help.
Technology operations signal monitor: Choose Boring Technology (2015)
+3 trend seed · +6 cross-vertical keyword demand · +5.3 accelerating substrate · +1.5 imminent mandates
AI workflow reliability monitor for small teams
+4 declared complaint evidence · +2 cross-vertical keyword demand · +5.3 accelerating substrate · +1.5 imminent mandates
Technology operations signal monitor: Cool URIs Don't Change (1998)
+6 cross-vertical keyword demand · +5.3 accelerating substrate · +1.5 imminent mandates
Technology operations signal monitor: Explanation of everything you can see in htop/top on Linux (2019)
+6 cross-vertical keyword demand · +5.3 accelerating substrate · +1.5 imminent mandates
Technology operations signal monitor: I admire Fabrice Bellard. He is almost certainly a better overall programmer
+6 cross-vertical keyword demand · +5.3 accelerating substrate · +1.5 imminent mandates
Technology operations signal monitor: OpenWrt One – Open Hardware Router
+6 cross-vertical keyword demand · +5.3 accelerating substrate · +1.5 imminent mandates
Technology operations signal monitor: PeerTube is a free, decentralized and federated video platform
+6 cross-vertical keyword demand · +5.3 accelerating substrate · +1.5 imminent mandates
Technology operations signal monitor: Show HN: Kage – Shadow any website to a single binary for offline viewing
+6 cross-vertical keyword demand · +5.3 accelerating substrate · +1.5 imminent mandates
Technology operations signal monitor: StreetComplete: Fixing OpenStreetMap, one tiny quest at a time
+6 cross-vertical keyword demand · +5.3 accelerating substrate · +1.5 imminent mandates
Technology operations signal monitor: The future of Flipper Zero development
+6 cross-vertical keyword demand · +5.3 accelerating substrate · +1.5 imminent mandates
Technology operations signal monitor: Twenty Years of RISC OS Open
+6 cross-vertical keyword demand · +5.3 accelerating substrate · +1.5 imminent mandates
AI operations signal monitor: Amazon CEO's talks with U.S. officials triggered crackdown on Anthropic models
+5 cross-vertical keyword demand · +5.3 accelerating substrate · +1.5 imminent mandates