AMD ACT II · FrontierOpsActive Build
ReproForge
Turns ambitious AI claims into rerunnable evidence and signed reproducibility passports.
Next.jsFastAPIROCmSHA-256
PROJECTS / VERIFIED WORK
Built in public.
Judged by evidence.
A focused archive of flagship systems, public-interest hackathon work, and compact security tools—each clearly labeled by maturity, context, and proof.
01 / PROJECT INDEX
Find the relevant build fast.
Filter by strategic role, then open the strongest available artifact: a live demo, a product architecture, a case study, or source code.
Showing 11 projects
Omnia Flagship · 001Active Build
GNS3 Agent
Diagnoses Windows-first network labs and produces visible, reviewable execution evidence.
GNS3PythonREST APIDFIR
AWS Agents for Humans · StrandsVerified Rehearsal
OpenDoor Relay
Keeps an event accessible when a captioner or interpreter drops out, with bounded replacement recovery and a safe human handoff.
AWSStrands AgentsAccessibilityFail-closed
Public-interest logistics prototypePublic Prototype
DwellGuard
Turns a delayed truck into one driver-approved, dock-confirmed plan and escalates when the evidence does not line up.
Human approvalEvidence chainLogisticsRecovery
Alibaba Cloud AI Hackathon · Team BuildPublic Prototype
COMMONS
Turns a community report into human-reviewed civic work with private evidence, measurable progress, and an impact passport.
QwenSupabaseCivic TechHuman Review
VoltHacks 2026Public Prototype
CutHush
Uses an ordinary microphone to detect persistent machine chatter, trigger a bounded response, and prove recovery or enter SAFE_HOLD.
Web AudioWebSocketsWatchdogSHA-256
Google AI Seekho 2026Regional Shortlist
CIRO
A team-built crisis intelligence prototype preserved with clear credit and evidence.
GeminiFastAPIRealtimeTeam Zero Trace
Omnia Lab Tool · OLT-01Public Prototype
CredScan Lite
Finds weak, reused, short, and duplicate credentials without sending data off-device.
PythonOfflineCredential Hygiene
Omnia Lab Tool · OLT-02Public Prototype
ActionScribe Local
Converts local meeting or lecture transcripts into actions, owners, and deadlines.
Local-first AIStreamlitOperations
Omnia Lab Tool · OLT-03Public Prototype
Revise Lite
Turns rough lecture notes into compact revision sheets with no external dependency.
EducationOfflinePython
DFIR Research Concept · R-01Research
CASEMIND
Explores evidence-led incident timelines, attacker hypotheses, and response planning.
DFIRIncident ResponseReasoning
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