manavv (@manavvnotop) on X (Twitter)

Updated 2026-06-26

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manavv is a creator on X (Twitter) in the under 1K follower range, publishing for AI engineers and developers building LLM agents, coding workflows, and multi-agent systems, based in India. Profile last checked 2026-06-26.

Observed facts (from the public profile):

FieldValue
PlatformX (Twitter)
Handle@manavvnotop
Followersunder 1K
Indexed underSoftware · AI tools / agents
MarketIndia
Audience functionautomation and agents

Profile bio

ex-research @librahq • super30 @100xDevs • applied LLM mechanic

What this creator posts about, and who reads it (AI-inferred)

Recurring topics: LLM agent architectures and subagent workflows, model pricing and value comparisons, Claude/CodeX/OpenCode agent traces, Anthropic model updates and capabilities

Audience: AI engineers and developers building LLM agents, coding workflows, and multi-agent systems

Provenance: inferred by AI from public content, not stated by the creator — confidence 0.40 · read from 6 recent posts · updated 78 days ago.

Audience read from this creator’s own recent posts, not from platform-declared categories. It is our reading, and it can be wrong.

Recent content samples (what the inference above was drawn from)

peaked into muse code: > 1000 child calls/workflows, 16 concurrent max > 512-char subagent summaries, 8 ref per child > 16,384-token summariser budget a-musing
oh shit, they cooked fr.
the way i see it, its a win-win. maybe they are playing the long term game. they see these models getting commoditised. or they are just mocking rest of the world i guess. they seem like a catalyst in making LLMs a…
yoo @AnthropicAI, its done bro

See the original post on X (Twitter)

Where this creator sits among comparable accounts

Compared with the 3,045 accounts in the same group (x · nano · software):

DimensionPercentile in group
Overall52nd
Authenticity14th
Engagement quality90th
Audience value55th
Focus & activity66th

This is a position, not a verdict. A percentile says where this account falls among comparable accounts on signals we can measure — it does not say this creator is a better fit for your campaign. We ran a blind benchmark and measured no reliable advantage in selection quality, and do not claim one.

Koinon Link indexes X (Twitter) creators in Software with grade, authenticity and contactability broken down — see the X (Twitter) × Software breakdown, or the Creator Index Report for the whole index.

Other Software creators on X (Twitter)

Creators next to this one by follower tier in the same slice. Each link opens that creator’s public profile — what they post about and who reads it, with no contact details.

This page lists public profile information only. It carries no contact details and no authenticity score. If you are manavv and want this page removed, request removal.

Machine-readable representations

Structured twins of this page for AI and agents — every inferred field carries its source, confidence and freshness.

AI retrieval activity

What AI systems have actually done with this page. The two kinds are counted separately: being indexed is not the same as being used.

KindRequestsWhat it means
Indexing crawlers10Bulk indexing · Amazonbot, Applebot, ClaudeBot, PerplexityBot
User-triggered retrievals0none recorded yet

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