Kapa
kapa.ai
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Overview
News
Technologies
Salaries
Products
People
Growth
Jobs
Financials
Overview
Turn your product knowledge into an agent that answers, troubleshoots, and resolves. For humans and for the agents they.
News
Report
How we taught a small LLM to throw away 68% of our RAG context - kapa.ai - Instant AI answers to technical questions
Pruning agent context down to what the answer actually needs, while keeping 96% of recall
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Report
How we index images for RAG - kapa.ai - Instant AI answers to technical questions
Reading the screenshots, diagrams and tables in technical documentation for LLMs
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Report
Why your agent needs access to your documentation - kapa.ai - Instant AI answers to technical questions
What 1,192 agents conversations taught us about knowledge base search
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Report
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Technologies
Tech DNA
Python
JavaScript
React.js
AI/ML
Python
Docker
RAG
Embeddings
Fine-tuning
AI Agents
Other
JavaScript
React.js
Stack modernity
85/100
How modern this stack is, based on technology relevance, AI adoption and the share of legacy tools.
In-demand technologies
Docker
2 jobs
Required
$160k
+6% vs market
RAG
2 jobs
Required
$160k
-15% vs market
Fine-tuning
1 job
Required
$170k
-26% vs market
Embeddings
1 job
Required
$170k
-3% vs market
AI Agents
1 job
Required
$170k
-23% vs market
Python
1 job
Required
$150k
-17% vs market
React.js
1 job
Required
$150k
-17% vs market
Salary medians are calculated from this company's open jobs and compared with the market.
Industry adoption
Python
20%
JavaScript
15%
Docker
13%
React.js
11%
AI Agents
10%
RAG
7%
Share of companies in the same industry that use each technology.
Stack changes
AI Agents
Aug 2026
Fine-tuning
Aug 2026
Embeddings
Aug 2026
JavaScript
Aug 2026
React.js
Aug 2026
RAG
Aug 2026
Python
Aug 2026
Docker
Aug 2026
Technologies recently added to or removed from this company's stack - a signal of tech migrations and new initiatives.
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Salary insights
Compensation ranges based on this company's open jobs
Median
$160k
Typical range
$150k – $170k
Open positions
2
2
Jobs
Middle
100%
| Level | Jobs | Median | Typical range |
|---|---|---|---|
| Middle | 2 | $160k | $150k – $170k |
Highest paying role
Research Engineer, Applied AI
$170k
Normalized to USD per year
Growth
Hiring Momentum
83/100
Scaling fast
Open positions
2
2 opened / 0 closed in 30 days
ATS activity
Every ~3 hours
08/31/2026
Hiring Dynamics
+100%
Hiring Focus
The percentage next to each role is its share of the company's job openings over the last 90 days; the arrow shows the shift versus the previous period.
AI/ML
50% ▲
Backend
50% ▲
Activity Timeline
Added AI Agents to stack
Aug 2026
Added Fine-tuning to stack
Aug 2026
Added Embeddings to stack
Aug 2026
Added JavaScript to stack
Aug 2026
Added React.js to stack
Aug 2026
Added RAG to stack
Aug 2026
Added Python to stack
Aug 2026
Added Docker to stack
Aug 2026
Jobs
$100k – $170k per year • Equity 0.1–0.2% • Remote • Full-Time • 3+ years exp • Master's Degree
Embeddings
Fine-tuning
RAG
AI Agents
DevOps
Docker
Apply
$100k – $150k per year • Equity 0.1–0.3% • Remote • Full-Time • 3+ years exp • Bachelor's Degree
Python
RAG
Frontend
React.js
DevOps
Docker
Apply