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Activity
Pulse
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Ecosystem Pulse
30-day momentum across the AI tool landscape · updated daily
↑
13
categories heating
→
1
category flat
Multimodal
↑ +19pts
▼
65
10 tools
·
6 tracked
·
⭑ 1 rising
Specifications
↑ +16pts
▼
86
10 tools
·
7 tracked
·
⚠ 1 at risk
DevOps & CI/CD
↑ +15pts
▼
95
6 tools
·
2 tracked
Prompt & Eval
↑ +15pts
▼
90
9 tools
·
6 tracked
Fine-tuning
↑ +15pts
▼
91
6 tools
·
5 tracked
·
⭑ 1 rising
Browser Automation
↑ +15pts
▼
100
7 tools
·
4 tracked
Observability
↑ +14pts
▼
88
14 tools
·
8 tracked
·
⭑ 1 rising
Pipelines & RAG
↑ +13pts
▼
95
12 tools
·
12 tracked
·
⭑ 3 rising
LLM Infrastructure
↑ +13pts
▼
89
43 tools
·
16 tracked
·
⭑ 1 rising
MCP Servers
↑ +12pts
▼
93
15 tools
·
13 tracked
·
⭑ 3 rising
Agent Frameworks
↑ +10pts
▼
87
17 tools
·
17 tracked
·
⚠ 1 at risk
·
⭑ 5 rising
Spec-Driven Dev
↑ +8pts
▼
93
3 tools
·
2 tracked
·
⭑ 2 rising
Autonomous Agents
↑ +7pts
▼
92
11 tools
·
3 tracked
Coding Assistants
→ +5pts
▼
77
24 tools
·
12 tracked
·
⚠ 1 at risk
·
⭑ 2 rising
Voice AI
~
78
▼
Snapshot score · no 30-day baseline yet
78
10 tools
·
2 tracked
·
⭑ 2 rising
Memory & Persistence
~
78
▼
Snapshot score · no 30-day baseline yet
78
4 tools
·
4 tracked
·
⭑ 4 rising
AI Guardrails
~
65
▼
Snapshot score · no 30-day baseline yet
65
5 tools
·
4 tracked
·
⚠ 1 at risk
·
⭑ 3 rising
Design & UI
– No data
▼
11 tools
Documentation
– No data
▼
9 tools
Product & PM
– No data
▼
6 tools
AI Code Review
– No data
▼
3 tools