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What is Autonomous Security Operations (ASO)?

David ColomboEthan Glenny
David Colombo, Ethan GlennyMarch 10, 2026 · 15 min read
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AI Security AsymmetryINCIDENT ACTIVE
Attacker
Open weights
Refusals removed
Access persistent
Defender
Frontier API
×REQUEST BLOCKED
Same capability. Different access.
Research

Frontier AI Broke Out. Guardrails Blocked the Defenders.

The Hugging Face incident exposed a new security asymmetry: frontier models can execute long-horizon attacks across real infrastructure, while commercial safeguards can block legitimate forensic response.

David Colombo
David ColomboCEO & Co-Founder, Alaris · July 21, 2026
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Kill Chain AnalysisMITRE ATT&CK
Initial AccessT1195.002
ExecutionT1059.006
Credential AccessT1552.001
PersistenceT1543.002
Lateral MovementT1021
ExfiltrationT1041
IOCmodels.litellm[.]cloudcheckmarx[.]zone
Research

Anatomy of a Supply Chain Breach: LiteLLM, TeamPCP, and 4TB of Stolen Data

A technical breakdown of the LiteLLM supply chain compromise that led to the exfiltration of 4TB of data from a $10 billion AI startup. We analyze the three-stage backdoor, map the full kill chain to MITRE ATT&CK, and document every indicator of compromise and detection opportunity that was missed.

David Colombo
David ColomboCEO & Co-Founder, Alaris · April 2, 2026
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Security Operations Lifecycle
LIVE
1
Detection
2
Triage
3
Investigations
4
Hunting
5
Containment
6
Reporting
One platform. All six stages. Fully autonomous.
Industry

Is This the Future of Autonomous Security Operations (ASO)?

Security operations has evolved from manual triage to AI copilots. The next frontier is full autonomy. Here's what ASO looks like and why it matters.

David Colombo
David ColomboFounder & CEO, Alaris · March 24, 2026
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Comparison
AI SOC
~
Triage copilot
~
Alert enrichment
~
Human decides
ASO
Full autonomy
Detection to response
Platform decides
Architecture determines outcome
Industry

ASO vs AI SOC

"AI SOC" has become a catch-all that covers everything from a chatbot bolted onto your SIEM to a fully autonomous platform. Anton Chuvakin drew the line years ago. Here is why architecture, not branding, determines whether AI actually transforms security operations.

David Colombo
David ColomboCEO & Co-Founder, Alaris · March 17, 2026
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