Nicheloom

Market intelligence for builders — see what's gaining traction before it's crowded.

Sources

ai agent infrastructure and tooling

Recent window: last 5.2 months (2026-04-24 → 2026-09-28), compared with the prior 5.2 months.

horizontal · 476 members · Data as of 2026-09-30

These products provide developer frameworks, runtimes, evaluation harnesses, and memory layers for building and operating autonomous AI agents. They are primarily adopted by software engineers, AI researchers, and technical product teams deploying agentic systems. This cluster is distinguished by its focus on backend infrastructure and agent lifecycle management rather than standalone consumer AI applications.

Metrics

Stage
crowded
Recent count
332
Prior count
107
Total count
476
Momentum
210.28
Attention
0.42
Crowding
0.98
Concentration
0.86
Opportunity
0.34

Opportunity components

Attention
0.42
Low crowding
0.02
Momentum (normalized)
0.78
Low concentration
0.14

Monthly trajectory

Source split

github
108 (0.33)
hn
133 (0.40)
ph
48 (0.14)
yc
43 (0.13)

Dominant source: hn · Divergence: 0.27

Similar themes

Members

Name Source Upvotes ▲ Launched
Bare-Metal AI HN 5 2026-09-14
A game/benchmark where AI bots hunt each other HN 5 2026-01-08
Stepgate HN 5 2026-09-28
Wasmer SDK HN 5 2026-09-01
Architectural Guardrails for AI native development HN 5 2026-09-20
The Three Idempotencies of an Agent HN 5 2026-06-30
AgentMint HN 5 2026-04-09
Mnemosyne HN 5 2026-02-24
A Soccer Game Simulator Played by AI Agent HN 5 2026-05-04
Pilot Protocol HN 6 2026-07-27
A memory learning layer for AI agents to learn on the job HN 6 2026-01-23
Prxhub HN 6 2026-04-29
Sub-Agent MCP: LLM delegation and sub-agent orchestration via MCP HN 6 2026-06-06
Cook HN 6 2026-03-05
Pydantic-AI-stream HN 6 2026-01-08
Zkit HN 6 2026-06-17
Hebbs HN 6 2026-03-09
Lelu HN 6 2026-06-24
Context-Aware AI Assistant for macOS [Open Source] HN 6 2026-01-16
Open-source AI teammates with their own computer HN 6 2026-09-17
I got tired of rebuilding tool integrations for AI agent,so I built 2LY HN 6 2025-10-29
Android-on-Device Harness HN 6 2026-09-28
WorldOS HN 6 2026-06-22
KubeAstra–Open-source AI agent that debugs and recovers Kubernetes pods HN 6 2026-05-06
Privacy policy generator for AI apps (LLM disclosure, EU AI Act) HN 6 2026-06-30
Rig HN 6 2026-05-07
SentinelGate HN 6 2026-03-26
AI Agents in 30 Lines of YAML: Lowdefy v5.3 HN 6 2026-05-11
Yorph AI HN 6 2025-11-04
Nerve HN 6 2026-05-25
n8n like workflows for AI agents that control a real VM HN 6 2026-05-11
NoMac.App HN 6 2026-09-07
Free cloud-based tool for managing AI agents across multiple hosts HN 6 2026-05-31
Orpheus, An Agent runtime that scales on queue depth and not CPU HN 6 2026-02-04
OnlyBots HN 6 2026-03-22
A sandboxed AI agent that can watch webpages without constant API calls HN 6 2026-04-01
📶 Inconvo: Open source AI agent for customer-facing chat-with-data YC 6 2026-02-10
Agent Office (Slack for AI Agents) HN 6 2026-08-21
ZuckerBot. API and MCP server for AI agents to run Meta/Facebook ads HN 6 2026-02-23
companion-memory GITHUB 6 2026-09-17
PromptQL HN 6 2026-03-31
DecisionBox HN 6 2026-04-23
DogLM HN 6 2026-08-31
Lineation HN 6 2026-07-15
I built Halo, a private AI assistant for your Mac (free) HN 6 2026-07-02
Greenflash HN 6 2026-07-15
AutoSitu: AI-native Development Plan Review for Faster Approvals YC 6 2026-01-26
Modern: the AI-native IT function YC 6 2026-05-12
RecallOs-Ai GITHUB 6 2026-09-15
AI agent got 237 rules from another agent, still made the same mistakes HN 6 2026-03-24