Nicheloom

The opportunity tracker for new startups.

Sources

ai agent developer infrastructure

Recent window: last 5.3 months (2026-04-28 → 2026-10-06), compared with the prior 5.3 months.

horizontal · 263 members · Data as of 2026-10-09

These products provide orchestration frameworks, sandboxed execution environments, and APIs designed to build, test, and host autonomous AI agents. They are primarily used by software engineers and technical teams deploying complex, multi-agent systems into production. Unlike general LLM tooling or consumer-facing chatbots, this cluster specifically focuses on the backend runtimes, control planes, and simulation environments required for agentic workflows.

Metrics

Stage
crowded
Recent count
202
Prior count
40
Total count
263
Momentum
300.00
Attention
0.45
Crowding
0.89
Concentration
0.85
Opportunity
0.43

Opportunity components

Attention
0.45
Low crowding
0.11
Momentum (normalized)
1.00
Low concentration
0.15

Source split

github
81 (0.40)
hn
43 (0.21)
ph
36 (0.18)
yc
42 (0.21)

Dominant source: github · Divergence: 0.22

Similar niches

Monthly trajectory

Members

Name Source Upvotes ▼ Launched
agent-builder-skills GITHUB 40 2026-09-20
Output.ai HN 40 2026-04-07
Tasklet – The cloud agent OS for knowledge work YC 39 2026-04-07
Kestrel: AI Copilot for Kubernetes Ops & Security YC 37 2025-11-09
ai-api-platform-guide GITHUB 34 2026-10-05
Okibi - Agent-ready CLIs YC 34 2026-09-10
openmuse GITHUB 33 2026-09-10
Orbis GITHUB 32 2026-09-30
linli-zhiying GITHUB 31 2026-10-02
Orthogonal - Agentic Payments for APIs YC 31 2026-01-29
grill-pm GITHUB 30 2026-10-06
Korso - AI Agents for Manufacturing YC 29 2026-05-12
EigenPal: AI Document Workflows YC 29 2026-01-27
kyora GITHUB 29 2026-10-04
Kuli: The AI coworker for marketing teams at Consumer Brands YC 27 2026-05-04
Agentic-AI-Design-Patterns GITHUB 26 2026-09-25
knowledge-agent GITHUB 26 2026-09-28
falsify-the-problem GITHUB 25 2026-09-10
ClawGTM - OpenClaw for Sales YC 24 2026-02-28
beyondwords GITHUB 24 2026-10-02
AI SRE Arena, an Open Benchmark for AI SRE Agents on Kubernetes HN 24 2026-10-08
dev-to-publish GITHUB 23 2026-10-04
awesome-cissp GITHUB 23 2026-09-17
bricks GITHUB 23 2026-09-25
Aemon — The AI R&D Engineer YC 23 2026-02-26
AI-FILE GITHUB 22 2026-10-02
Adelie GITHUB 22 2026-10-04
WMRL GITHUB 21 2026-09-10
Lab0 - AI FDE for Enterprise Software YC 20 2026-05-20
Kestrel - AI Agents for Platform Engineering YC 20 2026-07-01
Unisson: The AI product specialist for customer-facing teams YC 20 2026-02-16
get_started_with_agent_development_kit_adk GITHUB 19 2026-09-26
I built Otis, a minimal AI agent that runs local models out of the box HN 19 2026-09-14
jcr GITHUB 19 2026-09-20
folio GITHUB 19 2026-09-29
sqldoom GITHUB 19 2026-09-22
orchvia GITHUB 19 2026-09-19
SkillGraph HN 19 2025-11-12
bricka GITHUB 18 2026-09-28
liteagents GITHUB 18 2026-09-22
agents-universe GITHUB 17 2026-09-10
trace2env GITHUB 17 2026-10-04
canggu GITHUB 16 2026-09-27
A Local-First Agentic Knowledge Manager HN 16 2026-05-08
tui-design GITHUB 16 2026-10-04
asamana GITHUB 16 2026-10-06
kubemotion GITHUB 16 2026-09-16
BLINDSPOT GITHUB 15 2026-09-14
Brahma-Ai-Evo GITHUB 15 2026-09-29
Biopharma Bench 0.1 – Evaluating AI on Autonomous Drug Development YC 15 2026-09-25