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VC Intelligence Report

Octogen an Open-Source Code Interpreter

AI Tools — Octogen is an open-source code interpreter that leverages GPT-3
AI Toolsopen-source
— Unverified
Verdict from HTTP liveness real
last probed Aug 24, 2026
Pulse 8.2 · 2/4
8.2
Pulse Index
2/4 families · real
-8.0
30-day Δ
pulse momentum · real
17
HTTP probes
liveness history · real
14
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 (-8.0) — observed activity is receding.

HTTP liveness

real
17 probes · Jun 16, 2026Aug 24, 2026aliveredirecteddeadunverified

Signal telemetry

4 families · 2 observed · observed only
Liveness probereal
alive in 0% of 17 probesavg response 3007 ms
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 footprintreal
resolved host
octogen.dev
edge
behind Cloudflare
server
cloudflare
Tranco rank
#3,857,868
Domain age & certificate data not yet collected

Analyst read

generated from the observed metrics above · no external narrative

Octogen an Open-Source Code Interpreter's site could not be verifiably probed when we last probed it on Aug 24, 2026, so its status is unverified — we do not guess. Its Pulse Index is 8.2 of 100, built from 2 of 4 observed signal families. Observed footprint: 14 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
ML Background Removerai-toolssimilar67%16.0-0.3→ redirected
WeMM-Embeddingai-toolssimilar65%— unverified
Daggerdev-toolstag-overlap64%46.2+9.6● live
club-3090ai-toolssimilar64%16.6+0.1— unverified
RunbookHermesdev-toolstag-overlap63%8.7-0.6— unverified
kwcodeai-toolssimilar60%9.9-0.5— unverified
automl-dockerdev-toolstag-overlap60%40.00.0● live
get-shit-done-reduxai-toolssimilar60%59.2+0.1● 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 modelopen-source
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.

RAW TELEMETRY last 14 probes
PROBEDHTTPORIGIN → RESOLVEDSERVERMSVERDICT
2026-08-24 14:42Z403octogen.devcloudflare1270cf_block
2026-08-18 12:24Z200octogen.dev → kiatoto.forumcloudflare4000redirected_offsite
2026-08-10 00:36Z200octogen.dev → kiatoto.forumcloudflare4155redirected_offsite
2026-08-08 05:11Z200octogen.dev → kiatoto.forumcloudflare3612redirected_offsite
2026-07-31 16:08Z200octogen.dev → kiatoto.forumcloudflare3209redirected_offsite
2026-07-26 18:01Z200octogen.dev → kiatoto.forumcloudflare3114redirected_offsite
2026-07-18 14:45Z200octogen.dev → kiatoto.forumcloudflare4146redirected_offsite
2026-07-15 09:17Z200octogen.dev → kiatoto.forumcloudflare5099redirected_offsite
2026-07-04 16:41Z200octogen.dev → kiatoto.forumcloudflare3436redirected_offsite
2026-07-03 03:18Z200octogen.dev → kiatoto.forumcloudflare3244redirected_offsite
2026-06-23 15:22Z200octogen.dev → kiatoto.forumcloudflare2678redirected_offsite
2026-06-21 18:25Z403octogen.devcloudflare514cf_block
2026-06-21 18:25Z403octogen.devcloudflare594cf_block
2026-06-20 07:53Z200octogen.dev → kiatoto.forumcloudflare3020redirected_offsite
Full redirect chains, response headers, and DNS records are not captured by the current probe.
Launch Sentinel tear sheet · Octogen an Open-Source Code Interpreter · as of 2026-08-28 · launchsentinel.com/reports/octogen-an-open-source-code-interpreter · liveness, pulse and press figures are observed data with provenance shown per panel.