// transmission log
Thoughts, write-ups, and things worth documenting.
A reference implementation for AI-agent audit trails — tamper-evident, automatic, and examiner-ready records that prove what an autonomous agent actually did. Open source coming soon.
read more →A tool that turns live threat intelligence into a SOC-grade briefing delivered as a single self-contained HTML file — no install, no dependencies, no standing API key — and hardened against its own attack surface.
read more →A bring-your-own-LLM workspace that turns any AI assistant into a capable ServiceNow senior admin — safe read-only instance recon, 16 platform-specific skills, and enterprise-grade hardening.
read more →A config-driven, multi-tenant engine I built — now in pilot — that turns raw scanner findings into prioritized, plain-language, owner-routed remediation work. Strictly defensive, with an audit trail behind every decision.
read more →A structured AI workspace that loads real defensive-security doctrine, methodology, and skills into an AI assistant so it operates like a senior Blue Team practitioner — consistent, auditable, and framework-grounded.
read more →The AI systems I built compressed enterprise ServiceNow delivery — six-month project timelines to a few weeks, day-to-day and business configuration from weeks to days — and let a small team punch well above its weight.
read more →Earned Securiti's AI Security & Governance certification — core generative-AI concepts, global AI laws, compliance obligations, AI risk management, and AI governance frameworks.
read more →Led the ServiceNow-side rollout of Webex Contact Center on a CSM-first model — case handling, live notes, and Advanced Work Assignment routing — validated against a reusable Webex API emulator.
read more →Turned a single ServiceNow catalog request into tracked engineering work — an intake pattern that splits it into child items and opens a linked Azure DevOps epic automatically.
read more →Built the reporting layer leadership actually reads — platform analytics for executives and managers, branch and ITSM performance dashboards, and automated monthly output reporting in ServiceNow.
read more →Connected LogicMonitor and Tenable into ServiceNow — monitoring alerts to outage/incident records and normalized vulnerability naming — so ops and security worked from one source of truth.
read more →Reverse-mapped a Saviynt scoped application inside ServiceNow — workflows, catalog items, REST footprint, and schedulers — into a clean operational guide the team could run against.
read more →Harkonnen, my self-learning agentic orchestrator for offensive security, placed top-25 of ~300 fully autonomous AI agents in Hack The Box's MCP pilot — clearing 36 of 37 challenges across every category on the board.
read more →Completed DeepLearning.AI's Agentic AI program. The labs covered tool-calling loops, multi-agent decomposition, reflection, planning, and evals — patterns I'd already been building into production systems. Here's the honest take on what a cert adds when you've been doing the work first.
read more →Built an autonomous, AI-augmented offensive-security operator — codenamed Harkonnen — that works a target from recon to written report. I run it on sanctioned labs, CTFs, hackathons, and live bug-bounty programs, with a human in the loop on every consequential move.
read more →Built and deployed a doctrine-driven compliance assistant for a paying regulated-lending customer — cited retrieval over the federal regulations they answer to, role-locked operators, and a private in-tenant model so sensitive data never leaves their control. Solo, and live in production in a few weeks.
read more →Built and tuned a self-hosted LLM inference server on a single consumer GPU — nearly tripling its throughput with smarter model placement — then made it privately shareable with a team over an encrypted mesh network with key-based auth.
read more →The next leap in AI-augmented work isn't a better model. It's a better system around the model. Here's the architecture I built — and why Claude Haiku inside it outperforms raw Claude Opus on the same tasks.
read more →The ServiceNow AI chat bot never asks Claude to figure out what data exists. It fetches first, structures the result, then hands it to the model. That boundary is the architecture — and it's why the bot works reliably.
read more →Took the AI chat widget from a working prototype to an enterprise-ready app — adding four role-based tiers, L1 troubleshooting flows, write actions, audit logging, rate limiting, and CIS-compliant credential storage.
read more →Designed and deployed a Claude-powered self-service chat bot inside ServiceNow — giving employees instant answers about their tickets, requests, and catalog items without opening a single form.
read more →The ServiceNow object stack for wiring a live external API into a catalog form — the layers involved, how they fit together, and the gotchas that aren't obvious from the docs.
read more →Designed and built a ServiceNow catalog item that queries a banking API in real time — auto-populating customer name and account type as the user types, with automatic routing to the fulfillment team.
read more →A technical and executive breakdown of what becomes possible when an AI system has direct, live access to your ServiceNow instance — and why it matters for teams at every level.
read more →How I built an agentic AI system — a multi-phase AI agent stack with 49 skills, voice interface, and persistent memory on top of Claude Code.
read more →Two Python CLI tools — pdf2md and paper2md — for converting books, reports, and research papers into clean LLM-ready Markdown.
read more →Integrating a banking API into ServiceNow catalog items to auto-populate account details in real time — the moving parts it takes to make it work.
read more →How I built an automated workflow to publish project posts directly from my AI workflow.
read more →NVIDIA's AI Infrastructure and Operations Fundamentals — my deliberate first step from traditional infrastructure into the systems and operations that run AI in production.
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