01 / Map the real surface
RECON
I inventory identities, endpoints, trust boundaries and the quiet paths between them before touching a control.
// OFFENSIVE SECURITY · AI SYSTEMS
Prathamesh Dabir maps trust boundaries, reproduces impact and turns offensive evidence into engineering decisions.
Personal reply within one business day

01 / Map the real surface
I inventory identities, endpoints, trust boundaries and the quiet paths between them before touching a control.
02 / Prove the first claim
A finding is not a headline. I reproduce the smallest authorised path that proves the control can fail.
03 / Follow authority
I trace what the compromised identity can read, trigger, impersonate or reach—across application, cloud and AI systems.
04 / Leave a usable decision
Evidence becomes a remediation sequence: business consequence, root control, owner, validation and a clean retest.
“Think like an attacker.
Defend like an engineer.”
THE TOOL IS NEVER THE FINDING. THE OBSERVED CONTROL FAILURE IS.
Evidence before severity
Trace an exposed path, reproduce each finding and connect it to business impact and recommendation ownership.
From signal to valid report
Distinguish a real security issue from tool noise, minimise proof, document impact and communicate remediation without exposing sensitive data.
Teach the decision, not the payload
Turn authorised labs into durable mental models: evidence, hypothesis, least-invasive test, observed limit and next decision.

05 / LEAD OPERATOR
I’m Prathamesh Dabir: a penetration tester, bug-bounty researcher, cybersecurity educator and CTO at Arica Tech Security. The first reply—and the technical conversation after it—comes from me.
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A bounded way to explore instruction conflicts without confusing coverage with confidence.
When two text representations cross one trust boundary with different meanings.
07 / SECURE CHANNEL
Got a project, a bounty, or need someone to red-team your stack? Send the brief. The reply comes from me, not a ticketing bot.
hey@0xprathamesh.com