<?xml version="1.0" encoding="UTF-8"?>
<rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom">
  <channel>
    <title>Fortitude Omnis Group · R&amp;D</title>
    <link>https://fortitude-omnis.group/rd/</link>
    <atom:link href="https://fortitude-omnis.group/rd/feed.xml" rel="self" type="application/rss+xml" />
    <description>Research prototypes from Fortitude Omnis Group.</description>
    <language>en-GB</language>
    <lastBuildDate>Tue, 25 Aug 2026 00:00:00 GMT</lastBuildDate>
    <item>
      <title>Strata: Binary-to-SBOM</title>
      <link>https://fortitude-omnis.group/rd/strata/</link>
      <guid isPermaLink="true">https://fortitude-omnis.group/rd/strata/</guid>
      <pubDate>Thu, 20 Aug 2026 00:00:00 GMT</pubDate>
      <description>Point it at a stripped binary. It tells you which open-source libraries are inside, which versions, and what's vulnerable. No source required.</description>
    </item>
    <item>
      <title>Cinder: live allocation flame graph</title>
      <link>https://fortitude-omnis.group/rd/cinder/</link>
      <guid isPermaLink="true">https://fortitude-omnis.group/rd/cinder/</guid>
      <pubDate>Sun, 23 Aug 2026 00:00:00 GMT</pubDate>
      <description>Attach it to a running .NET process and watch the memory move: allocations rising as a live flame graph, garbage collections sweeping through, and a leak revealing itself as the one glowing ridge that won't come down.</description>
    </item>
    <item>
      <title>PoisonBox: Install-time poisoning sandbox</title>
      <link>https://fortitude-omnis.group/rd/poisoning-sandbox/</link>
      <guid isPermaLink="true">https://fortitude-omnis.group/rd/poisoning-sandbox/</guid>
      <pubDate>Sat, 22 Aug 2026 00:00:00 GMT</pubDate>
      <description>Run a package's install script inside a throwaway, hardware-isolated micro-VM and watch everything it touches live: every process, file, secret read and outbound connection, traced at the syscall level and diffed against how a package should behave.</description>
    </item>
    <item>
      <title>The Observatory: Oblivio</title>
      <link>https://fortitude-omnis.group/rd/oblivio/</link>
      <guid isPermaLink="true">https://fortitude-omnis.group/rd/oblivio/</guid>
      <pubDate>Tue, 25 Aug 2026 00:00:00 GMT</pubDate>
      <description>A free, public health check for the open-source packages the world leans on. It scores the most-depended-on libraries on npm, PyPI and NuGet against a transparent rubric, last release, commit velocity, bus factor, issue-response decay, so abandonment shows up as a risk you can price instead of a CVE you find the hard way.</description>
    </item>
    <item>
      <title>OmnisBench: LLM routing efficiency</title>
      <link>https://fortitude-omnis.group/rd/omnisbench/</link>
      <guid isPermaLink="true">https://fortitude-omnis.group/rd/omnisbench/</guid>
      <pubDate>Tue, 25 Aug 2026 00:00:00 GMT</pubDate>
      <description>An open, reproducible benchmark for LLM routing efficiency. On fresh problems the models can't have memorised, ideal routing beats the frontier model's quality at roughly 60% lower cost, and every number re-grades offline with zero API calls.</description>
    </item>
    <item>
      <title>Prose Weight Visualiser: prompt linter</title>
      <link>https://fortitude-omnis.group/rd/prompt-linter/</link>
      <guid isPermaLink="true">https://fortitude-omnis.group/rd/prompt-linter/</guid>
      <pubDate>Thu, 20 Aug 2026 00:00:00 GMT</pubDate>
      <description>Paste a system prompt and see which instructions actually carry behavioural weight and which are ballast, measured empirically against a local model, or a frontier one, instead of guessed at.</description>
    </item>
    <item>
      <title>WebGPU inference engine: hand-written kernels</title>
      <link>https://fortitude-omnis.group/rd/webgpu-inference/</link>
      <guid isPermaLink="true">https://fortitude-omnis.group/rd/webgpu-inference/</guid>
      <pubDate>Fri, 01 Jun 2018 00:00:00 GMT</pubDate>
      <description>A language model running entirely in the browser, with the matmul, attention, softmax and RoPE kernels hand-written in WGSL, quantised weights, and a live benchmark against an off-the-shelf runtime.</description>
    </item>
    <item>
      <title>Reachability analysis: R&amp;D</title>
      <link>https://fortitude-omnis.group/rd/reachability/</link>
      <guid isPermaLink="true">https://fortitude-omnis.group/rd/reachability/</guid>
      <pubDate>Thu, 20 Aug 2026 00:00:00 GMT</pubDate>
      <description>Given a project and its CVE list, it builds a call graph from the real entry points and works out which vulnerable functions are actually reachable, often turning hundreds of findings into a handful, each with the path that proves it.</description>
    </item>
    <item>
      <title>Agent-fleet intelligence: one human, N agents</title>
      <link>https://fortitude-omnis.group/rd/agent-fleet/</link>
      <guid isPermaLink="true">https://fortitude-omnis.group/rd/agent-fleet/</guid>
      <pubDate>Thu, 20 Aug 2026 00:00:00 GMT</pubDate>
      <description>Aggregate, opt-in analytics for a team running coding agents: what the agents cost, what they ship, which models they lean on, and where the human hours actually go. Team and department level, never a per-developer scoreboard.</description>
    </item>
    <item>
      <title>Reproducible-build observatory: R&amp;D</title>
      <link>https://fortitude-omnis.group/rd/reproducible-builds/</link>
      <guid isPermaLink="true">https://fortitude-omnis.group/rd/reproducible-builds/</guid>
      <pubDate>Thu, 20 Aug 2026 00:00:00 GMT</pubDate>
      <description>Rebuild the most-used packages on npm, PyPI and crates from the source commit they claim, diff the result against the published artefact, and keep a public scoreboard of what reproduces, what doesn't, and why.</description>
    </item>
    <item>
      <title>PQC exposure analyser: harvest now, decrypt later</title>
      <link>https://fortitude-omnis.group/rd/pqc-traffic/</link>
      <guid isPermaLink="true">https://fortitude-omnis.group/rd/pqc-traffic/</guid>
      <pubDate>Thu, 20 Aug 2026 00:00:00 GMT</pubDate>
      <description>Point it at a pcap or a live tap and it reads each TLS handshake to flag the traffic a future quantum computer could decrypt from a recording made today. A concrete list of services and volumes, not an abstract panic.</description>
    </item>
  </channel>
</rss>
