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VC Intelligence Report

I nerfed our coding agents on purpose

AI Tools — The project involves training a classifier to route to the least expensive model, resulting in 3…
AI Tools
— Unverified
Verdict from HTTP liveness real
never probed
Pulse Index
insufficient signal · real
30-day Δ
insufficient history · not in source
0
HTTP probes
liveness history · real
3
Functional tags
observed attributes · real
Risk read derived from observed signals

Liveness is unverified — no conclusive probe observation exists for the recorded URL. Pulse history is too shallow for a momentum read yet. Observation is liveness-only: no tracked press, repository, or traffic rank — existence is confirmed, momentum is unobserved.

HTTP liveness

not in source

No HTTP liveness probes on record yet. The census probes tracked URLs on a rolling sweep; this product’s domain has not yet been resolved.

Signal telemetry

4 families · 0 observed · observed only
Liveness probechecked · none
No probe observations recorded for this URL yet.
Developer tractionchecked · none
No public repository linked — GitHub signals are not tracked for this product.
Press & sentimentchecked · none
No coverage found in the tracked press corpus. Absence of press is itself a signal at this stage.
Web footprintchecked · none
No footprint observations yet — checked probe headers and the Tranco top-1M list.

Analyst read

generated from the observed metrics above · no external narrative

I nerfed our coding agents on purpose's site could not be verifiably probed yet, so its status is unverified — we do not guess. It has fewer than two observed signal families, so no Pulse Index is composed — the evidence strip shows what is and isn’t present. Observed footprint: 3 functional tags. It has no curated competitive-alternative edges yet, so the comparable set below is functional tag-similarity — read it with the confidence flags.

Comparable set

curated alternatives → functional tag-similarity
CompanyBasisOverlapPulse30d ΔStatus
I Didn't Write a Single Line of My Framework Codeai-toolssimilar100%40.0+9.6● live
QApilot's CoWorkdev-toolstag-overlap100%40.00.0● live
Voice control coding agents on your machine via smartwatch / CarPlayai-toolssimilar100%40.00.0● live
A faster coding agent than Codex and Claude Codeai-toolssimilar100%37.6● live
AIbijiaecommercetag-overlap100%59.4-0.2● live
Recomyai-toolssimilar100%40.00.0● live
GreatArrow.aiai-toolssimilar100%35.2● live
xShellzdev-toolstag-overlap100%40.00.0● live

Confidence reflects source and category coherence: curated = an editorially linked alternative; similar = strong functional tag-overlap in the same category; tag-overlap = shared tags only and may be noisy. Overlap is the shared functional-tag ratio (Jaccard) for tag-matched rows. Pulse is the observed-activity index real and 30d Δ its signed month change; a dash means insufficient observed history, never zero.

Structure

observed attributes
Business modelunknown
Liveness tierunknown
Competitive alternativesnone linked
Open sourceNo
Public APINo
Free tierNo
Enterprise tierNo

Funding & team

not in source

No disclosed funding in our sources. Funding data covers only ~1% of the corpus (462 rounds across 79K products), so absence here is unknown, not zero— we don't estimate a number we can't source.

Launch Sentinel tear sheet · I nerfed our coding agents on purpose · as of 2026-08-28 · launchsentinel.com/reports/hn-48419614-i-nerfed-our-coding-agents-on-purpose · liveness, pulse and press figures are observed data with provenance shown per panel.