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engram is live
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raya-ac/README.md

security researcher. tool builder.

site engram secpulse melee.garden

i build tools. security research, ai memory systems, gpu tooling, and competitive gaming infra.


what i'm building

project what it does stack
engram cognitive memory system for ai agents. 5-channel hybrid retrieval, 63 MCP tools, 98.1% R@5 on LongMemEval — highest published score. docs / pypi python, sqlite, hnswlib, fastapi
SecPulse full secops SaaS. 7 security tools, ai chat, stripe payments, 301 leaked keys found. live
AshForge offensive security toolkit with Metal GPU acceleration. hash cracking, fuzzing, cors/jwt/port scanning, subdomain enum. 60 swift files + 9 metal shaders. swift, metal, swiftui
SecProbe local macOS security scanner. 11 probe modules inside a real app sandbox, tags findings with actual sandbox status. swift, app sandbox, tcc
melee.garden competitive smash bros. melee platform. rankings, match history, community tooling. live
ModForge generates and builds minecraft mods with ai assistance. cross-platform, mac first. swift, electron, java
intellidash 200+ live data feeds, local ai analyst, flight tracker, 26 tools in one native app. python, swiftui
neuro-memory structured cognitive memory for ai agents. 4 layers. predecessor to engram. python, sqlite, neo4j
epstein-archive 100k+ documents, full-text indexed and searchable. elasticsearch
adelaide-metro-tracking live GTFS transit tracker for adelaide. python, fastapi

stack

languages      swift  python  javascript  c++  metal  go  bash
security       ashforge  secprobe  secpulse  burp  nuclei  custom tooling
apple          swiftui  appkit  app sandbox  metal gpu  xcode
ai/ml          embeddings  hnswlib  retrieval  mcp  claude api  local models
infra          docker  nginx  cloudflare  bare metal

security research

26 reports across apple srdp, h1, bugcrowd, and direct disclosure
programs: apple, netflix, coinbase, stripe, monzo, twilio, grab, atlassian
focus: cors, sandbox escape, api authz, client-side
tools built: ashforge, secprobe, secpulse, bountytoolkit (13 modules)

now

  • engram shipped — 98.1% LongMemEval SOTA, on PyPI, docs at engram-memory.dev
  • secpulse live at secpulse.tech
  • apple srdp reports in review
  • melee.garden is live
  • modforge mac at ~70%

siteengramsecpulsemelee.garden

ask me about macos internals, sandbox escapes, metal gpu compute, or ai memory systems

Pinned Loading

  1. engram engram Public

    cognitive memory system with hybrid retrieval and neural visualization

    Python 1

  2. neuro-memory neuro-memory Public

    4-Layer Cognitive Memory System for AI Agents

    Python