Nicheloom

The opportunity tracker for new startups.

Sources

ai agent developer infrastructure

Recent window: last 5.3 months (2026-04-29 → 2026-10-07), 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
207
Prior count
42
Total count
263
Momentum
300.00
Attention
0.45
Crowding
0.88
Concentration
0.85
Opportunity
0.43

Opportunity components

Attention
0.45
Low crowding
0.12
Momentum (normalized)
1.00
Low concentration
0.15

Source split

github
84 (0.41)
hn
42 (0.20)
ph
39 (0.19)
yc
42 (0.20)

Dominant source: github · Divergence: 0.22

Similar niches

Monthly trajectory

Members

Name Source Upvotes ▼ Launched
AgentML HN 5 2025-11-03
Kube-insight HN 5 2026-07-02
Dribble HN 5 2026-06-30
Agentic Data Kernal HN 5 2026-09-02
NodeAkt HN 5 2026-08-28
KillClawd HN 5 2026-05-09
The Three Idempotencies of an Agent HN 5 2026-06-30
Arbor HN 5 2026-01-06
Agentic product discovery for AI apps and shopping agents HN 5 2026-05-15
My first SaaS to help human developers and AI agents share context HN 5 2026-07-02
ClawFinder, an open-source discovery and negotiation layer for agents HN 5 2026-03-25
A Curated Library of Hero Sections from Fast-Growing Startups HN 5 2026-09-01
evepad HN 5 2026-08-20
A Self-Evolving Agentic App Builder (Seeking 300 Beta Testers) HN 5 2025-12-05
TaskFuel HN 5 2026-08-13
Kunobi 1.0 HN 5 2026-05-13
Kctx HN 5 2026-06-10
Maingen: Simulations of real industrial operations, so agents can run the physical world YC 5 2026-08-07
Doxa HN 5 2026-04-21
GladeKit: AI agent for game development YC 5 2026-03-12
tpmjs HN 5 2025-12-28
qomplement - The Agentic ERP replacing SAP and Netsuite YC 5 2026-06-16
Assemble: Agents for Enterprise IT YC 4 2026-07-13
CraftCX PH 4 2026-09-29
Hopper - Agentic Development Environment for Mainframe/COBOL YC 4 2026-05-12
Fulcrum: The Agentic Debugger for AI Systems YC 4 2026-02-07
Mohi: Debugging assistant for AI agents YC 4 2026-02-07
dari.dev - The easiest way to deploy your agents to production YC 4 2026-05-12
Veda PH 2 2026-10-05
Alfrig PH 2 2026-10-01
ClaspOs PH 2 2026-09-16
Agentic Patterns Atlas PH 2 2026-10-08
NopenRTX AI PH 2 2026-09-23
GDELT Cloud PH 2 2026-09-22
DaaX/LAKEer PH 2 2026-09-09
Ceraph PH 1 2026-09-28
ShipClaw PH 1 2026-09-28
UWO™ PH 1 2026-10-06
Kairo PH 1 2026-10-04
Mock2Block PH 1 2026-09-08
MockAgent PH 1 2026-09-30
Forge PH 1 2026-09-08
Kogentic PH 1 2026-10-03
DevAutOps PH 1 2026-09-14
House of Unbound PH 1 2026-10-06
VantYx AI Core PH 1 2026-10-05
Mill PH 1 2026-09-18
DEVANUM PH 1 2026-09-30
KubeTrace PH 1 2026-10-06
FABLE PH 1 2026-09-18