Nicheloom

The opportunity tracker for new startups.

Sources

developer tooling and infrastructure for ai agents

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

horizontal · 435 members · Data as of 2026-10-09

These products provide execution sandboxes, evaluation harnesses, security layers, and observability tooling for building and running autonomous AI agents. They are primarily used by software engineers, AI developers, and security teams who deploy agentic workflows. What distinguishes this cluster is its focus on the underlying developer infrastructure, runtime safety, and testing rather than end-user application features.

Metrics

Stage
crowded
Recent count
318
Prior count
90
Total count
435
Momentum
253.33
Attention
0.45
Crowding
0.98
Concentration
0.86
Opportunity
0.38

Opportunity components

Attention
0.45
Low crowding
0.02
Momentum (normalized)
0.88
Low concentration
0.14

Source split

github
126 (0.40)
hn
112 (0.35)
ph
46 (0.14)
yc
34 (0.11)

Dominant source: github · Divergence: 0.29

Similar niches

Monthly trajectory

Members

Name Source Upvotes ▼ Launched
unreal-agent GITHUB 1922 2026-09-21
ARTEX GITHUB 735 2026-10-08
Osaurus PH 535 2026-07-13
open-dot GITHUB 488 2026-09-29
Harden PH 396 2026-09-09
Continue? Y/N: A 60-second game about AI agent permission fatigue HN 386 2026-05-28
Agnost AI PH 289 2026-08-25
Raccoon AI PH 277 2026-03-12
Cofia: AI automations that write themselves YC 267 2026-03-05
routeVSCODE GITHUB 239 2026-09-10
skillbox GITHUB 222 2026-09-17
claude-siri-ai GITHUB 206 2026-09-14
Discord-Server-Raider GITHUB 201 2026-10-02
brewery-ai GITHUB 198 2026-10-04
ToolReplay GITHUB 180 2026-09-14
Progress AI Observability PH 168 2026-08-07
Voker PH 160 2026-05-19
repopilot GITHUB 153 2026-09-18
CreateOS Sandbox PH 153 2026-07-21
Intent-Router GITHUB 129 2026-09-22
Alexandria by Firecrawl PH 125 2026-09-23
Yolobox HN 122 2026-01-12
TinyAIArena watch AI agents battle it out HN 120 2026-09-27
museai GITHUB 114 2026-09-29
Corelayer: AI on-call engineer for regulated industries YC 108 2026-01-14
JarvisCore PH 104 2026-10-02
laya-vs-jev GITHUB 100 2026-09-21
DeepSeek-Bot GITHUB 99 2026-10-07
Deep Interactions — Collaborative AI Builder for Teams YC 98 2026-05-18
Showboat and Rodney, so agents can demo what they've built HN 91 2026-02-10
agent-tincan GITHUB 84 2026-09-22
Clam: Semantic Firewall meets OpenClaw YC 84 2026-02-14
Locus – Payment infrastructure for AI agents YC 84 2025-10-31
BentoLabs AI: Monitoring and Learning layer for long-running agents YC 83 2026-06-01
Agent-skills-eval HN 79 2026-05-07
anti-samcheonpo GITHUB 79 2026-10-07
Fez PH 75 2026-09-22
PiDurableKit GITHUB 74 2026-10-08
AstrLink GITHUB 74 2026-09-22
Simreal-MLBench GITHUB 71 2026-09-21
aibuildai-llm-posttrain-agent GITHUB 66 2026-09-16
Dayjob: AI Agents for Industrial Logistics YC 65 2026-04-23
Sentry GITHUB 65 2026-10-02
Belvedir: Making private AI models cheap and easy so the world can have trillions of them YC 64 2026-08-11
Allowance: Virtual cards for AI agents YC 62 2026-05-22
NanoMuse HN 62 2026-10-07
Archal: API sandboxes, built for AI agents YC 61 2026-08-22
Cortico GITHUB 60 2026-09-13
ai-landing-consultant GITHUB 59 2026-09-16
ai-agent-gateway GITHUB 59 2026-10-01