Aikido
aikido.dev
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Overview
Aikido exposes security threats and helps you eliminate risk all in one tool. Focus on what you do best, writing code. Start for free today.
News
Finding vulnerabilities at every stage: what to run, and when
SAST, Deep PR Review, AI Code Analysis, and AI Pentest each catch different vulnerabilities at different stages. Here's when to use each, and why. Category: Product & Company Updates
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Report
Audn vs Codex vs Aikido on the Same Repo - 159 Findings, and All Three Agreed on Exactly 3
We ran Audn WhiteBox, OpenAI Codex, and Aikido over the same OWASP Juice Shop source. 159 findings between them, and the three-way intersection is three issues. Audn proved 18 exploits live, Codex shipped a patch per regression, Aikido found the dependenc
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Report
What is AI harness engineering?
Harness engineering is the code around an AI model that turns it into an agent. What a harness does, why it beats picking a model, and how to build one. Category: News
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Report
Who was behind the attack? Possibly nobody
Three summer disclosures documented AI agents attacking real organizations with no human intent in the chain. Incident response has no box for this yet. Category: News
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Report
The Aikido Machine: on-prem AI pentesting that never leaves your network
Continuous AI pentesting for teams that can't use the cloud. The Aikido Machine keeps models, code, and results entirely inside your network. Category: Product & Company Updates
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Technologies
Tech DNA
Python
TypeScript
Go
PyTorch
Vue.js
PostgreSQL
AWS
Azure
GCP
LLM
AI/ML
Python
LLM
AWS
Azure
GCP
CI/CD
eBPF
GitHub Actions
Kubernetes
Docker
AI Agents
CUDA Toolkit
Fine-tuning
Knowledge Distillation
PyTorch
Quantization
vLLM
PostgreSQL
Security
Go
YARA
Assembly
JavaScript
Cilium Tetragon
Falco
YARA
Binary Ninja
Other
TypeScript
Node JS
PHP
Vue.js
Stack modernity
77/100
How modern this stack is, based on technology relevance, AI adoption and the share of legacy tools.
In-demand technologies
Python
4 jobs
Required
TypeScript
3 jobs
Required
LLM
3 jobs
Required
Go
2 jobs
Required
GCP
2 jobs
Required
Azure
2 jobs
Required
AWS
2 jobs
Required
GitHub Actions
1 job
Optional
Salary medians are calculated from this company's open jobs and compared with the market.
Industry adoption
Python
36%
CI/CD
32%
JavaScript
31%
AWS
28%
Docker
26%
Kubernetes
26%
Share of companies in the same industry that use each technology.
Stack changes
vLLM
Aug 2026
Quantization
Aug 2026
PyTorch
Aug 2026
Knowledge Distillation
Aug 2026
Fine-tuning
Aug 2026
CUDA Toolkit
Aug 2026
Assembly
Aug 2026
YARA
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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NVIDIA
Cisco Systems
Anthropic
Devoteam
Amazon
Jobs
Malware Research Engineer
3 days agoIn office
YARA
Assembly
Binary Ninja
AI/ML
AI Agents
LLM
Cybersecurity
YARA
Apply
AI Model Engineer
3 days agoIn office
Python
CUDA Toolkit
Fine-tuning
Knowledge Distillation
PyTorch
Quantization
vLLM
Apply
Software Engineer (Go, Runtime Security)
24 days agoIn office
Go
AWS
Azure
CI/CD
eBPF
GCP
GitHub Actions
Kubernetes
Cybersecurity
Cilium Tetragon
Falco
Apply
Apply
Apply
Forward deployed engineer Chicago
1 month agoIn office
Go
Python
TypeScript
PostgreSQL
DevOps
AWS
Azure
Docker
GCP
Apply
Growth
Hiring Momentum
68/100
Growing
Open positions
6
2 opened / 2 closed in 30 days
Median time-to-fill
397 days
faster than 8% of the market
ATS activity
Every ~9 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
50% ▲
Backend
33% ▼
Security
17% ▲
Activity Timeline
Added vLLM to stack
Aug 2026
Added Quantization to stack
Aug 2026
Added PyTorch to stack
Aug 2026
Added Knowledge Distillation to stack
Aug 2026
Added Fine-tuning to stack
Aug 2026
Added CUDA Toolkit to stack
Aug 2026
Added Assembly to stack
Aug 2026
Added YARA to stack
Aug 2026
Added YARA to stack
Aug 2026
Added Binary Ninja to stack
Aug 2026
Added Vue.js to stack
Aug 2026
Added PHP to stack
Aug 2026