Overview
News
Technologies
Salaries
Products
People
Growth
Offices
Jobs
Financials
Overview
Simbian builds artificial intelligence agents for security operations. Its platform automates detection engineering, triage and response tasks. The company runs public benchmarks for security agent performance.
News
Qwen 3.8 27B Cybersecurity: A Local LLM That Costs More
Alibaba's 27B open-weight model ties GPT-5.6 Luna at 52 on the Artificial Analysis Intelligence Index, then finds 10.6% of a real attack at 3x the cost.
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Report
Top 10 SOC Automation Tools in 2026
The 10 SOC automation tools security teams shortlist in 2026, what each one is best at, and how to tell playbook automation apart from reasoning.
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Report
Will AI Replace Penetration Testers? Finding Isn't the Job
Will AI replace penetration testers? An AI agent beat 9 of 10 pros in a Stanford, CMU and Gray Swan AI study. What it still cannot do, and why it matters.
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Report
Detection as Code: Who Writes the Rules Now?
The average SIEM detects four of the ten techniques that show up most often in real intrusions. Detection as code industrialized how rules ship. It never touched who decides which ones get written.
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Report
Cybersecurity Trends, Graded: 25 AI Models, Zero Passed
The ten cybersecurity trends every list agrees on, each graded by what actually backs it: 25 frontier AI models, 1,080 investigations, zero passing scores.
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Report
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Technologies
Tech DNA
Python
JavaScript
Go
LangChain
LangGraph
Cypress
AWS
Azure
GCP
LLM
ChatGPT
Claude
AI/ML
Python
AI Agents
LLM
CI/CD
Embeddings
Function Calling
LangChain
LangGraph
LLM Guardrails
RAG
Tool Use
Docker
Kubernetes
AWS
Azure
GCP
Vector
Agentic Workflows
Hallucination
Context Engineering
Fine-tuning
Human-in-the-Loop
Prompt Engineering
ChatGPT
Claude
Perplexity
GitHub
GitHub Actions
Jenkins
IAM
QA
JavaScript
Go
TypeScript
Cypress
Playwright
Selenium
Other
Node JS
GraphQL
Canva
Stack modernity
89/100
How modern this stack is, based on technology relevance, AI adoption and the share of legacy tools.
In-demand technologies
AI Agents
4 jobs
Required
Python
3 jobs
Required
CI/CD
3 jobs
Required
LLM
3 jobs
Required
JavaScript
2 jobs
Required
Docker
2 jobs
Required
Kubernetes
2 jobs
Required
Go
2 jobs
Required
Salary medians are calculated from this company's open jobs and compared with the market.
Industry adoption
Python
14%
JavaScript
12%
AI Agents
11%
CI/CD
11%
AWS
11%
TypeScript
10%
Share of companies in the same industry that use each technology.
Stack changes
Perplexity
Sep 2026
Claude
Sep 2026
ChatGPT
Sep 2026
Canva
Sep 2026
Vector
Sep 2026
Tool Use
Sep 2026
RAG
Sep 2026
Prompt Engineering
Sep 2026
Technologies recently added to or removed from this company's stack - a signal of tech migrations and new initiatives.
Jobgether
Salesforce
State Street
Citi
Clera
Thomson Reuters
Growth
Hiring Momentum
28/100
Slowing
Open positions
5
0 opened / 0 closed in 30 days
ATS activity
Every ~1 hours
09/07/2026
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
20% ▲
Backend
20% ▼
DevOps
20% ▲
QA
20% ▲
Marketing
20% ▲
Offices
Where the company hires and what each office is for
Cities
2
Hiring now
1
Countries
2
Busiest office
Bengaluru
Mountain View
United States
HQ
UNITED STATES
Bengaluru
India
Remote hub
5 open roles 5 posted in 90 days 80% engineering 100% remote 50-200 est. staff
hires for AI/ML, Backend, DevOps
Jobs
≈ $20k – $46k per year (Estimated) • Remote • Full-Time • 6+ years exp • Bengaluru
Python
JavaScript
TypeScript
AI Agents
LLM
Hallucination
Agentic Workflows
Frontend
GraphQL
DevOps
GitHub Actions
CI/CD
Jenkins
Docker
Kubernetes
GitHub
QA
Selenium
Cypress
Playwright
Apply
≈ $23k – $55k per year (Estimated) • Remote • Full-Time • 5+ years exp • Bengaluru
IAM
Apply
≈ $35k – $89k per year (Estimated) • Remote • Full-Time • 5+ years exp • Bengaluru
Python
Go
JavaScript
Node JS
LangGraph
LangChain
Fine-tuning
Embeddings
Prompt Engineering
Function Calling
AI Agents
LLM
RAG
Human-in-the-Loop
Context Engineering
LLM Guardrails
Tool Use
DevOps
GCP
Azure
CI/CD
AWS
Docker
Kubernetes
Vector
Apply
≈ $22k – $104k per year (Estimated) • Remote • Full-Time • Bengaluru
Python
Go
LangGraph
LangChain
Embeddings
Function Calling
AI Agents
RAG
LLM Guardrails
Tool Use
DevOps
GCP
Azure
CI/CD
AWS
Vector
Apply