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Overview
Traversal is an AI site reliability engineer for large distributed systems, triaging alerts and finding root cause across petabyte-scale telemetry. It reconstructs the causal chain between a symptom and the change that caused it. The founders came from causal inference research in academia.
News
WireGuard-native NAT traversal Firezone Blog
ICE and WireGuard gave us two opinions on whether a connection was healthy. We removed one of them and built NAT traversal with pure WireGuard.
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Report
Hand the agent a map: ontology and graph traversal for AI agents
A lakehouse built for 1000x more questions, simplifying fragmented data stacks with one foundation for warehouse-grade performance, storage economics, live federation, and agent-ready context.
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Report
PostgreSQL 19 vs Memgraph: Comparing Graph Traversal Performance
PostgreSQL 19 adds SQL/PGQ graph queries. See how its graph features compare with Memgraph on exact hop traversal performance.
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Report
How notch traversal works on MacBooks
Tailscale now has a full windowed UI. Before that, our app had to tell you it was hidden by The Notch.
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Report
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Technologies
Tech DNA
Python
TypeScript
JavaScript
FastAPI
React.js
DSPy
PostgreSQL
Redis
Kafka
AWS
Amazon ECS
Amazon S3
LLM
AI/ML
Python
Datadog
AI Agents
LLM
Kubernetes
AWS
Amazon ECS
PostgreSQL
Tool Use
Amazon S3
Redis
Time Series Forecasting
Prompt Engineering
LLM Evaluation
Terraform
AIOps
Incident Management
Splunk
Multi-Agent Systems
Agentic Workflows
Tokenization
Context Engineering
Function Calling
DSPy
Edge AI
Fine-tuning
LangGraph
Reinforcement Learning
Reward Modeling
RLHF
Synthetic Data
LangChain
Platform Engineering
Amazon EKS
Azure
CI/CD
Cilium
eBPF
Envoy
GCP
Helm
Istio
Service Mesh
SRE
Kafka
Frontend
TypeScript
JavaScript
React.js
Canva
Figma
Other
Rust
ServiceNow
FastAPI
Slack
LinkedIn
Apache Kafka
Least Privilege
SOC 2
HubSpot
Marketo
Salesforce
Stack modernity
70/100
How modern this stack is, based on technology relevance, AI adoption and the share of legacy tools.
In-demand technologies
Datadog
16 jobs
Required
$300k
+62% vs market
ServiceNow
16 jobs
Required
$300k
+63% vs market
AI Agents
13 jobs
Required
$300k
+39% vs market
Kubernetes
6 jobs
Required
$300k
+67% vs market
LLM
6 jobs
Required
$300k
+48% vs market
Python
5 jobs
Required
$300k
+67% vs market
AWS
5 jobs
Required
$300k
+62% vs market
PostgreSQL
4 jobs
Required
$300k
+97% vs market
Salary medians are calculated from this company's open jobs and compared with the market.
Industry adoption
Python
14%
JavaScript
12%
TypeScript
11%
LLM
11%
AI Agents
10%
CI/CD
10%
Share of companies in the same industry that use each technology.
Stack changes
LangChain
Sep 2026
Synthetic Data
Sep 2026
RLHF
Sep 2026
Reward Modeling
Sep 2026
Reinforcement Learning
Sep 2026
LangGraph
Sep 2026
Fine-tuning
Sep 2026
Edge AI
Sep 2026
Technologies recently added to or removed from this company's stack - a signal of tech migrations and new initiatives.
Salary insights
Compensation ranges based on this company's open jobs
Median
$300k
Typical range
$150k – $300k
Open positions
13
9
Jobs
Middle
44.4%
Senior
33.3%
Staff
11.1%
Architect
11.1%
| Level | Jobs | Median | Typical range |
|---|---|---|---|
| Middle | 4 | $300k | $150k – $300k |
| Senior | 3 | $300k | $250k – $300k |
| Staff | 1 | $300k | $300k |
| Architect | 1 | $300k | $300k |
Highest paying role
Solutions Engineer - Central
$300k
Normalized to USD per year
Growth
Hiring Momentum
58/100
Growing
Open positions
16
0 opened / 0 closed in 30 days
ATS activity
Every ~1 hours
Today
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
42% ▼
Product
25% ▲
HR
17%
Marketing
8% ▲
Operations
8% ▲
Activity Timeline
Added LangChain to stack
Sep 2026
Added Synthetic Data to stack
Sep 2026
Added RLHF to stack
Sep 2026
Added Reward Modeling to stack
Sep 2026
Added Reinforcement Learning to stack
Sep 2026
Added LangGraph to stack
Sep 2026
Added Fine-tuning to stack
Sep 2026
Added Edge AI to stack
Sep 2026
Added DSPy to stack
Sep 2026
Added SRE to stack
Sep 2026
Added LLM Evaluation to stack
Sep 2026
Added Kafka to stack
Sep 2026
Offices
Where the company hires and what each office is for
Cities
2
Hiring now
1
Countries
1
Busiest office
New York
San Francisco
United States
HQ
New York
United States
Engineering / R&D
9 open roles 7 posted in 90 days 56% engineering 10-50 est. staff $294k Avg Salary
hires for AI/ML, Product, HR
151 West 26th Street, 12th Floor, New York, NY, 10001, US
Jobs
$150k – $300k per year • Equity • In office • Full-Time • 3+ years exp
AI Agents
DevOps
Datadog
Kubernetes
Terraform
Management
ServiceNow
Apply
$150k – $300k per year • Equity • In office • Full-Time • 8+ years exp
AI Agents
DevOps
Datadog
Platform Engineering
Management
ServiceNow
Apply
$180k – $300k per year • Equity • In office • Full-Time • 5+ years exp • PhD • New York
Python
FastAPI
Databases
PostgreSQL
AI/ML
AI Agents
LLM
Tool Use
DevOps
Amazon ECS
Amazon S3
AWS
Datadog
Kubernetes
Management
ServiceNow
Apply
$150k – $300k per year • Equity • In office • Full-Time • New York
Python
TypeScript
JavaScript
FastAPI
Databases
PostgreSQL
Redis
AI/ML
AI Agents
LLM
Time Series Forecasting
Frontend
React.js
DevOps
Amazon ECS
AWS
Datadog
Kubernetes
Management
ServiceNow
Apply
Equity • In office • Full-Time • 4+ years exp • New York
Datadog
Management
ServiceNow
Marketing
LinkedIn
Apply
$125k – $150k per year • Equity • In office • Full-Time • 3+ years exp • Bachelor's Degree
Datadog
Design
Canva
Figma
Management
ServiceNow
Marketing
HubSpot
Marketo
Salesforce
Apply
$170k – $250k per year • Equity • In office • Full-Time • 5+ years exp • New York
Datadog
Management
ServiceNow
Marketing
LinkedIn
Apply
$150k – $300k per year • Equity • In office • Full-Time • New York
AI Agents
LLM
Multi-Agent Systems
DevOps
Datadog
Management
ServiceNow
Apply
$150k – $300k per year • Equity • In office • Full-Time
AI Agents
Prompt Engineering
DevOps
AIOps
Datadog
Incident Management
Splunk
Management
ServiceNow
Slack
Apply
$150k – $300k per year • Equity • In office • Full-Time
AI Agents
Prompt Engineering
DevOps
AIOps
Datadog
Incident Management
Splunk
Management
ServiceNow
Slack
Apply
$175k – $300k per year • Equity • In office • Full-Time • 7+ years exp • New York
Python
Rust
TypeScript
Agentic Workflows
AI Agents
Tokenization
DevOps
Amazon EKS
AWS
Azure
CI/CD
Cilium
Datadog
eBPF
Envoy
GCP
Helm
Istio
Kubernetes
Service Mesh
Terraform
Cybersecurity
Least Privilege
SOC 2
Management
ServiceNow
Apply
$150k – $300k per year • Equity • In office • Full-Time • 3+ years exp • New York
Python
TypeScript
JavaScript
FastAPI
Databases
Apache Kafka
Kafka
PostgreSQL
Redis
AI/ML
AI Agents
Context Engineering
Function Calling
LLM
LLM Evaluation
Time Series Forecasting
Tool Use
Frontend
React.js
DevOps
Amazon ECS
Amazon S3
AWS
Datadog
Kubernetes
Management
ServiceNow
Slack
Apply
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