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Development
Web applications, mobile applications, Backend & distributed systems, API design & integration, database design & scalingAI
Model training & fine-tuning, LLM application design, Agentic tooling & knowledge integrationSecurity
Penetration testing, Red team & adversary emulation, Attack surface discovery & exposure managementInfrastructure
Cloud architecture, Containerization & platform engineering, CI/CD pipelines & release engineering, Observability & SRE
Analysis
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When Service Discovery Trusts Too Much
Sep 30, 2025VMware CVE-2025-41244’s path matching flaw, how it worked, who was affected, and what fixed it
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Generalists That Learn to Act
Sep 26, 2025An evidence-first analysis of Gemini Robotics (arXiv:2503.20020)—architecture, evaluations, and what the results do and do not show
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Edge Compromise via WebVPN
Sep 25, 2025Cisco ASA/FTD CVE‑2025‑20333 and the zero‑day chain that forced emergency patching
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Inside Qwen3’s Hybrid Reasoning
Sep 22, 2025What the Qwen3 technical report actually says and how the system is engineered
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Gateway Overflow at the Edge
Aug 27, 2025How CVE-2025-7775 in Citrix NetScaler ADC and Gateway turned configuration into a critical unauthenticated path, and what closed it
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When a Carriage Return Escapes
Aug 26, 2025How a config parsing edge case in Git let submodules redirect writes and trigger hooks
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GLM‑4.5’s ARC Ambition
Aug 8, 2025What Z.ai’s open Mixture‑of‑Experts claims—and what the evidence supports—across agentic, reasoning, and coding tasks
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Editing’s Ripple, Measured
May 23, 2025UniEdit’s open‑domain benchmark and what it reveals about LLM editors
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CryptoMamba Under the Hood
May 4, 2025A state‑space model for Bitcoin forecasting and what the evidence actually shows
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A Two-Billion Ternary Bet
May 2, 2025BitNet b1.58 2B4T’s claims, methods, and what the evidence shows
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When Unicode Broke CGI
Mar 12, 2025A deep reconstruction of CVE‑2024‑4577 in PHP on Windows and how a 2012 class resurfaced
Past Work
Companies We've Worked For & Who Use Our Software
Contact
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