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VC Intelligence Report

harmonist

AI Tools — A portable Python-based framework for orchestrating multiple AI agents with zero runtime depende…
AI ToolsPartly defensible · data moat (moderate)
— Unverified
Verdict from HTTP liveness real
last probed Aug 27, 2026
Pulse 21.9 · 2/4
21.9
Pulse Index
2/4 families · real
-3.8
30-day Δ
pulse momentum · real
37
HTTP probes
liveness history · real
8
Functional tags
observed attributes · real
Risk read derived from observed signals

Liveness is unverified — no conclusive probe observation exists for the recorded URL. Pulse momentum is negative over 30 days (-3.8) — observed activity is receding.

HTTP liveness

real
37 probes · May 23, 2026Aug 27, 2026aliveredirecteddeadunverified

Signal telemetry

4 families · 2 observed · observed only
Liveness probereal
alive in 41% of 37 probesavg response 1707 ms
Developer tractionreal
GammaLabTechnologies/harmonist
commit recency not yet snapshotted · github family active in Pulse
Press & sentimentchecked · none
No coverage found in the tracked press corpus. Absence of press is itself a signal at this stage.
Web footprintreal
resolved host
edge
direct origin
server
not reported
Tranco rank
unranked
Domain age & certificate data not yet collected

Analyst read

generated from the observed metrics above · no external narrative

harmonist's site could not be verifiably probed when we last probed it on Aug 27, 2026, so its status is unverified — we do not guess. Its Pulse Index is 21.9 of 100, built from 2 of 4 observed signal families. Observed footprint: 8 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
tokenspeeddev-toolstag-overlap78%57.4+2.0● live
fastTextai-toolssimilar78%44.30.0● live
FlashQLAdev-toolstag-overlap75%12.5-0.6— unverified
ZStandarddev-toolstag-overlap75%16.00.0→ redirected
TensorFlowdev-toolstag-overlap70%40.00.0● live
leegerdev-toolstag-overlap70%40.00.0● live
claude-zeroclaw-agenticsai-toolssimilar67%— unverified
Reperiodev-toolstag-overlap67%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 tierquiet
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.

RAW TELEMETRY last 14 probes
PROBEDHTTPORIGIN → RESOLVEDSERVERMSVERDICT
2026-08-27 18:10Z537unknown
2026-08-26 09:41Z429unknown
2026-08-19 14:02Z940unknown
2026-08-11 00:37Z2029unknown
2026-08-08 06:30Z1130unknown
2026-08-05 18:50Z2024unknown
2026-07-30 18:04Z2023unknown
2026-07-23 09:25Z10000timeout
2026-07-22 09:28Z579unknown
2026-07-21 09:29Z811unknown
2026-07-20 09:56Z815unknown
2026-07-19 09:07Z871unknown
2026-07-18 08:48Z776unknown
2026-07-17 09:10Z932unknown
Full redirect chains, response headers, and DNS records are not captured by the current probe.
Launch Sentinel tear sheet · harmonist · as of 2026-08-28 · launchsentinel.com/reports/gh-gammalabtechnologies-harmonist · liveness, pulse and press figures are observed data with provenance shown per panel.