Cyber security postgraduate and software engineer. Building ThreatBytes — an agentic engine for the predictive detection, analysis and prevention of novel malware.
Based inUnited Kingdom
FocusMalware research · Agentic AI
NowBuilding ThreatBytes · VECTOR SI v1
Agentic SI, behavioural analysis and cognitive reasoning for detecting previously unseen malware.
Read the programme →Phase 1
Data
Phase 2
Model design
Phase 3
Proactive defence
Phase 4
Evaluation
Two Next.js 16 App Router libraries. This site dogfoods both.
Flagship · Type-safe i18n
Existing i18n libraries predate Cache Components and proxy.ts.
Compiler-first, type-safe i18n for the Next.js 16 App Router, built for Cache Components (pre-alpha)
$ npm install next-tongue # not yet published $ npx tongue init
Used on this site: i18n readiness (en-GB at launch)
Flagship · Metadata · JSON-LD · SEO
App Router SEO packages date from the Pages Router; native Next has no sitemap index, XSS-safe JSON-LD or build check.
Typed metadata, XSS-safe JSON-LD, sitemaps with hreflang, OG templates and an SEO CI check for Next.js 16 App Router
$ npm install next-herald # not yet published $ npx herald init
Used on this site: metadata, JSON-LD @graph, sitemap, OG
Security, privacy, SEO and performance checks for the web and the build.
01
Sentinel
12 tools
csp-forge / header-sentinel / cookie-sentinel / dns-sentinel / dockerfile-sentinel / dotenv-sentinel / redirect-sentinel / securitytxt-sentinel / sri-sentinel / static-link-sentinel / tls-sentinel / workflow-sentinel
02
Warden
8 tools
a11y-warden / consent-warden / dsar-warden / gpc-warden / pii-log-warden / policy-drift-warden / retention-warden / tracker-warden
03
Guard/Tripwire
6 tools
bundle-secret-guard / form-honeypot-guard / license-sentinel / package-tripwire / sbom-diff-sentinel / supply-chain-sentinel
04
Beacon
9 tools
answer-beacon / canonical-beacon / duplicate-beacon / heading-beacon / index-beacon / meta-beacon / orphan-beacon / schema-beacon / sitemap-beacon
05
Pulse
8 tools
bundle-pulse / cache-pulse / font-pulse / image-pulse / lazy-pulse / render-pulse / thirdparty-pulse / vitals-pulse
06
Gauge
8 tools
commit-gauge / dead-deps-gauge / engines-gauge / monorepo-gauge / pkg-field-gauge / publish-gauge / readme-gauge / semver-gauge
08
Threat-intel
6 tools
binary-sentinel / defang-sentinel / hash-sentinel / ioc-sentinel / malware-report-sentinel / phish-sentinel
2026-10-16 · tool deep dive
In May 2024, Pew Research Center reported that 23% of news webpages in its sample contained at least one broken link, and 21% of government webpages did too [1]. Across a decade of Common Crawl snapshots, a quarter of…
2026-10-15 · tool deep dive
In April 2025, SentinelLABS published research on AkiraBot: an AI-powered spam framework that targeted more than 420,000 websites and successfully spammed at least 80,000 of them since September 2024 [1]. It used OpenAI…
2026-10-14 · tool deep dive
Here is a number that should bother anyone who ships websites: in the HTTP Archive's 2024 crawl, only 19% of hosts sent a Content-Security-Policy header [1]. Flip that around and roughly four out of five sites go live…
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