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
Agentic Fabriq: Okta for Agents YC 9 2026-03-03
Hybrid-AI-Assistant GITHUB 9 2026-09-28
Veris HN 9 2026-05-07
CivicPulse-AI GITHUB 9 2026-09-18
flue-jev-demo GITHUB 9 2026-09-18
ContextMail GITHUB 9 2026-09-25
cave-agents GITHUB 9 2026-09-24
Stepgate GITHUB 9 2026-09-26
agentagon GITHUB 9 2026-09-10
pi-humanity-protocol GITHUB 9 2026-09-22
elementera-coast-source GITHUB 9 2026-09-19
Ashr: Mimic Your Production Environment and Users to Catch Agent Fails YC 9 2026-02-27
Arden HN 8 2026-05-06
BattleClaws HN 8 2026-05-06
awesome-jupyter-ai GITHUB 8 2026-09-22
Fleet HN 8 2026-06-29
nix-skills GITHUB 8 2026-09-22
Scaffold a BigQuery and dbt and Cube project an AI agent can operate HN 8 2026-06-30
agent-collusion GITHUB 8 2026-09-21
SDD-Agents GITHUB 8 2026-09-22
I hired AI to fix my memory, but made it 100% Offline for privacy HN 8 2025-12-24
agentic-observability-demo GITHUB 8 2026-09-09
agent-as-policy GITHUB 8 2026-09-15
genpark-multi-tenant-agent-isolation-sandbox-skill GITHUB 8 2026-09-14
Evaan_Cognitive_Nexus_Agent GITHUB 8 2026-09-12
Ravion – the easiest way to use AWS for agents and humans YC 8 2026-09-10
retain-ai GITHUB 8 2026-09-11
Mosaic — Shared memory for your team's agents YC 8 2026-08-24
Mirrors HN 8 2026-07-02
KrillClaw HN 8 2026-02-17
Spark AI: Stakeholder Intelligence for Data Center Permitting YC 8 2026-09-02
privacy-router GITHUB 8 2026-09-15
comminsight GITHUB 8 2026-09-09
Labgrid-MCP HN 8 2026-08-05
kagent-eks-setup GITHUB 8 2026-09-13
Self-hosted monitoring for AI recommendations (MIT License) HN 8 2026-08-15
Declaw Arena HN 8 2026-07-02
Dream Server HN 8 2026-06-15
Standout - A Talent Agent For Builders YC 8 2026-06-04
Autodidact HN 8 2026-05-19
Dank-AI HN 8 2025-11-23
frink GITHUB 8 2026-09-26
I made an open-source memory layer for agents HN 8 2026-05-22
genpark-messaging-agent-proactive-nudge-scheduler-skill GITHUB 8 2026-09-29
mobile_agent GITHUB 8 2026-09-25
genpark-agent-virtual-identity-proxy-sandbox-skill GITHUB 7 2026-09-29
We Built Kaggle for AI Agents HN 7 2026-03-19
genpark-multi-tenant-agent-isolation-sandbox-skill GITHUB 7 2026-09-14
Agent Armor, a Rust runtime for enforcing policies on AI agent actions HN 7 2026-04-17
AIMock HN 7 2026-04-09