01
CAPABILITY
Software & terminal
Repository engineering and terminal tasks, from long-horizon system builds to binary parsing and recovery.
Explore this capabilityAbout / ASTRAFLUX
Data for models
that do real work.
AstraFlux received investment from MiraclePlus in spring 2026. We focus on agent post-training data and executable RL environments. Our core team members have backgrounds at Cornell University, Tsinghua University, Aalto University and Huawei’s 2012 Laboratories. We have offices in New York and Beijing.
Start with the work itself.
Our programs span software and terminal work, cybersecurity, desktop agents, professional workflows, deep research, finance and quantitative research, scientific computing, VQA and design. We work from the capability a team wants to train or evaluate, then define the task and its acceptance criteria.
Scope the program.
Each engagement defines the task scope, permitted data sources, evaluation criteria and delivery requirements.
CAPABILITIES
Real tasks.
Across complex domains.
02
CAPABILITY
Cybersecurity
Isolated vulnerability-research tasks and security environments.
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03
CAPABILITY
Desktop agents (CUA)
Native Windows and macOS desktop tasks, designed around cross-application work, visual checks and restorable environments.
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04
CAPABILITY
Professional workflows
Business APIs, document deliverables and desktop tasks with task-specific output and process checks.
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05
CAPABILITY
Deep research
Literature-grounded STEM questions with reference reasoning, answers and itemized grading criteria.
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06
CAPABILITY
Finance & quant
Multi-turn financial research and quantitative prediction tasks with explicit inputs and scoring contracts.
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07
CAPABILITY
AI for science
Scientific analysis, model calibration and experimental decisions, with research inputs and executable checks.
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08
CAPABILITY
Visual QA (VQA)
Chart-image questions for numerical reading, cross-panel matching and graph reasoning.
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09
CAPABILITY
Design workspace
Source assets, editing records, native editable files and final renders for design tasks.
Explore this capabilityWORK WITH ASTRAFLUX
What should your
model be able to do?
Share the capability, task types and delivery requirements. We’ll discuss the right program and representative tasks.
Contact us norman383@astraflux.space