Understand
Map the workflow, the constraints and what a useful outcome looks like.
AI ENGINEERING · XI’AN, CHINA
Intelligence,
put to work.
Your code. Your knowledge. Your way of working.
We build AI systems that understand all three.
HYKSOS_OS / IDENTITY_001
THE OPERATING SYSTEM OF HACKERS[ H / OS ]
Curiosity in our DNA. Engineering in our hands.
01 / WHAT WE DO
From possibility
to practice.
The hard part starts after the first prompt.
We connect AI to the systems, context and standards that make your work yours.
Understand more.
Review with context.
Turn scattered repositories into shared understanding. Bring code, architecture and engineering standards into the review process.
Explore the solution ↗ Discuss this challengeFrom individual tools
to shared capability.
Make tools such as DeepSeek, Kimi and WorkBuddy fit your organization. Connect knowledge and workflows, define access boundaries, and keep people in control.
Explore the solution ↗ Discuss this challengeYour workflow.
Purpose-built software.
Translate a specific business problem into an application people can use. From early prototypes to integrations and a maintainable handover.
Explore the solution ↗ Discuss this challengeBetter outcomes.
Measured, not assumed.
Design and refine algorithms around the task that matters. Establish a baseline, evaluate quality and find the right trade-offs in speed and cost.
Explore the solution ↗ Discuss this challengeILLUSTRATIVE WORKFLOW
01Connect context→02Analyze changes→03Human review
REVIEW NOTE
access-policy.tsA permission check changed. Review the downstream access paths before merging.
Context attached · Decision stays with your team02 / HOW WE WORK
Small steps.
Solid foundations.
Start with the real problem. Make progress visible. Build something your team can own.
Build & evaluate
Prototype against real scenarios. Test quality, reliability and the limits.
Integrate & hand over
Fit the system into daily work, with documentation and a clear path forward.
03 / THE PEOPLE BEHIND THE SYSTEM
A hacker’s curiosity.
An engineer’s discipline.
HYKSOS is our idea of an operating system for hackers: a way to question, experiment and build. We bring that mindset to AI solutions and research, with a focus on practical work and considered engineering.
- Stay curious.
- Make it useful.
- Keep humans in control.
YOUR NEXT BUILD STARTS HERE
What could AI
do for your team?
Bring a workflow, a stubborn problem, or an idea.
Let’s find a useful place to start.