Nicheloom

The opportunity tracker for new startups.

Sources

ai agent orchestration and management

Recent window: last 5.3 months (2026-04-28 → 2026-10-05), compared with the prior 5.3 months.

horizontal · 643 members · Data as of 2026-10-08

These products provide developer infrastructure, runtimes, and collaborative workspaces to build, host, and coordinate autonomous AI agents. They are primarily used by software engineering teams and founders seeking to integrate agentic workflows alongside human collaborators. The cluster stands out by focusing on multi-agent execution, governance, and operational tooling rather than standalone consumer chatbots.

Metrics

Stage
crowded
Recent count
385
Prior count
237
Total count
643
Momentum
62.45
Attention
0.56
Crowding
0.99
Concentration
0.84
Opportunity
0.28

Opportunity components

Attention
0.56
Low crowding
0.01
Momentum (normalized)
0.41
Low concentration
0.16

Source split

github
17 (0.04)
hn
163 (0.42)
ph
201 (0.52)
yc
4 (0.01)

Dominant source: ph · Divergence: 0.51

Similar niches

Monthly trajectory

Members

Name Source Upvotes ▼ Launched
Getting GLM 5.2 running on my slow computer HN 937 2026-07-09
Offsite PH 573 2026-04-09
Claude Opus 4.7 PH 572 2026-04-17
Claude Code Review PH 539 2026-03-10
Soloop PH 473 2026-08-07
Swytchcode CLI PH 446 2026-06-17
LobeHub PH 440 2026-05-18
AgentSky PH 430 2026-08-03
Whiteboard (YC W26) HN 421 2026-09-24
Tines 3B PH 414 2026-08-11
We built an open source, zero webhooks payment processor HN 405 2025-11-25
Switch PH 403 2026-09-08
Velozity PH 385 2026-10-07
Kollab PH 382 2026-04-23
OpenKnowledge HN 381 2026-06-25
Ovren PH 363 2026-04-14
PandaProbe PH 341 2026-05-03
Agently PH 337 2026-07-15
Claude Code skills that build complete Godot games HN 337 2026-03-16
Kastra PH 334 2026-07-22
Struct PH 331 2026-03-14
Decawork PH 330 2026-08-24
Rezonant PH 328 2026-05-26
Jido 2.0, Elixir Agent Framework HN 323 2026-03-05
Woxi HN 314 2026-08-12
Offloop PH 307 2026-08-24
AI Observability by OpenObserve PH 304 2026-09-10
AUDR by Chargebee PH 296 2026-10-06
Interactive Sessions by Revolte PH 291 2026-08-31
Superlog Responder PH 281 2026-08-06
Juggler HN 280 2026-07-12
Minions PH 274 2026-05-08
traceAI PH 273 2026-04-01
AskCodi PH 273 2026-07-23
Arcjet PH 261 2026-09-21
FuseAI PH 251 2026-04-14
Sai PH 248 2026-09-21
PandaProbe Cloud PH 246 2026-06-15
CtrlOps PH 244 2026-05-19
Drift PH 242 2026-03-24
Sim HN 240 2025-12-11
XHawk 0.99 PH 237 2026-03-16
OpenWork HN 231 2026-01-14
GitAgent by Lyzr PH 230 2026-03-20
Checksum AI PH 229 2026-08-20
Daemons by Charlie Labs PH 228 2026-06-17
Warp Open-Source PH 226 2026-05-11
TERMy HN 225 2026-09-04
Cq HN 225 2026-03-23
A real-time strategy game that AI agents can play HN 220 2026-02-25