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VC Intelligence Report

Bob's CLI

Developer Tools — Bob's CLI is a local-first AI coding tool that helps developers with code review, auto-fix, and …
Developer ToolsPartly defensible · data moat (moderate)open-sourceest. 2026
— Unverified
Verdict from HTTP liveness real
last probed Aug 24, 2026
Pulse 8.0 · 1/4
8.0
Pulse Index
1/4 families · real
0.0
30-day Δ
pulse momentum · real
22
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 has been flat over the last 30 days. Observation is liveness-only: no tracked press, repository, or traffic rank — existence is confirmed, momentum is unobserved.

HTTP liveness

real
22 probes · Jun 12, 2026Aug 24, 2026aliveredirecteddeadunverified

Signal telemetry

4 families · 1 observed · observed only
Liveness probereal
alive in 5% of 22 probesavg response 659 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
npmjs.com
edge
behind Cloudflare
server
cloudflare
Tranco rank
unranked
Domain age & certificate data not yet collected

Analyst read

generated from the observed metrics above · no external narrative

Bob's CLI'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. 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: 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
claudemondev-toolssimilar79%40.0● live
OpenTradeai-toolstag-overlap77%32.8● live
Openleetcodedev-toolssimilar73%32.8● live
mlxsh A lightweight CLI to serve multiple local LLMs on Appleai-toolstag-overlap67%40.0● live
fortsecuritytag-overlap61%40.00.0● live
VEXIai-toolstag-overlap60%40.00.0● live
vimhjkldev-toolssimilar60%9.9-1.4— unverified
Vizhidev-toolssimilar60%40.0● 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 modelopen-source
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
2026-08-24 13:14Z403npmjs.comcloudflare631cf_block
2026-08-13 13:45Z403npmjs.comcloudflare404cf_block
2026-08-09 18:54Z403npmjs.comcloudflare922cf_block
2026-08-08 03:56Z403npmjs.comcloudflare1344cf_block
2026-07-30 20:11Z403npmjs.comcloudflare306cf_block
2026-07-26 16:51Z403npmjs.comcloudflare254cf_block
2026-07-18 13:36Z403npmjs.comcloudflare1471cf_block
2026-07-13 13:24Z403npmjs.comcloudflare126cf_block
2026-07-04 15:30Z403npmjs.comcloudflare1102cf_block
2026-07-03 00:08Z403npmjs.comcloudflare577cf_block
2026-06-28 12:48Z403npmjs.comcloudflare373cf_block
2026-06-24 13:18Z403npmjs.comcloudflare820cf_block
2026-06-23 12:47Z403npmjs.comcloudflare576cf_block
2026-06-22 12:46Z403npmjs.comcloudflare317cf_block
Full redirect chains, response headers, and DNS records are not captured by the current probe.
Launch Sentinel tear sheet · Bob's CLI · as of 2026-08-28 · launchsentinel.com/reports/bob-s-cli · liveness, pulse and press figures are observed data with provenance shown per panel.