> ## Documentation Index
> Fetch the complete documentation index at: https://docs.parable.work/llms.txt
> Use this file to discover all available pages before exploring further.

# Week of January 8 – 14, 2026

> A foundational week on Parable — the pieces behind a more reliable, more secure platform are falling into place. Most of this week's work is behind-the-scenes scaffolding; the customer-facing surface will grow from here.

<Tabs>
  <Tab title="Platform" icon="layer-group">
    <Info>
      **Platform is the composable core of Parable.** Everything here has been seen across enough customers, long enough, that we're confident it behaves the same way for yours. We move things into Platform deliberately — a great composable platform takes patience to build, and we'd rather be right than fast at this layer. If something's in Platform, it's production, stable, and ours to keep steady.

      <br />

      **How to read Platform results:** this is the bedrock.
    </Info>

    ### <Icon icon="sparkles" /> New

    <AccordionGroup>
      <Accordion title="A more secure baseline for how Parable runs" icon="shield" defaultOpen>
        <Badge>Foundational</Badge>

        * We finished a platform-wide rollout of a Zero Trust VPN across every environment Parable runs in — so access to the systems that serve you is gated by both *who* is connecting and *what device* they're on.
        * Production workloads now run on a hardened cluster with private-only networking, encrypted-in-memory compute, and keyless identity for every service. None of this is visible in the app — it's the kind of posture you want us to have from day one.
      </Accordion>

      <Accordion title="Faster, safer ways to stand up your environment" icon="server">
        * The whole development environment for Parable — the app, the API, the database, the networking between them — is now described in code and provisioned from a single command.
        * For you, this means new capabilities reach your workspace on a tighter, more predictable cadence, and we can spin up isolated environments for testing without hand-crafting them.
      </Accordion>
    </AccordionGroup>

    ### <Icon icon="arrow-trend-up" /> Improved

    <AccordionGroup>
      <Accordion title="Sharper, more reliable permission checks" icon="lock">
        * When you're a member of a workspace, your workspace-level permissions are now checked against the workspace you're acting on — not against a global list.
        * In practice: fewer false "permission denied" messages, and tighter access control on the rare cases it mattered.
      </Accordion>

      <Accordion title="Quieter, cleaner code under the hood" icon="broom">
        * A backend cleanup pass removed a long list of small inconsistencies in our API code. Nothing changes in how the product behaves — but new work built on top of it starts from a cleaner foundation, which tends to mean fewer surprises down the line.
      </Accordion>
    </AccordionGroup>

    ### <Icon icon="wrench" /> Fixed

    <AccordionGroup>
      <Accordion title="A class of rare data-loading errors resolved" icon="database">
        * A subtle mismatch in how database columns were being read into the API could occasionally cause certain requests to fail with a cryptic error. Fixed — the affected endpoints now load cleanly.
      </Accordion>
    </AccordionGroup>
  </Tab>

  <Tab title="Preview" icon="flask">
    <Info>
      **Preview is where we put features we're confident in, but haven't yet seen at full scale across every organization.** The most common reason: the AI models from Google, OpenAI, and Anthropic that underpin classification update on their own schedule, and the methods we layer on top learn your organization over time. That means Preview results can shift slightly week-to-week — **within a margin of error, rarely enough to flip a decision you'd make from them.** When we've seen consistent results across enough organizations for long enough, a Preview feature graduates to **Platform**.

      <br />

      **How to read Preview results:** decision-ready with an honest caveat. We'll tell you when the methodology under a Preview feature changes.
    </Info>

    ### <Icon icon="sparkles" /> New

    <Card icon="cookie-bite" title="We're cooking something good ;)">
      No Preview updates this week — this week's focus is platform foundations that enable everything downstream.
    </Card>

    ### <Icon icon="arrow-trend-up" /> Improved

    <Card icon="cookie-bite" title="We're cooking something good ;)">
      Nothing to call out in Preview this week.
    </Card>

    ### <Icon icon="wrench" /> Fixed

    <Card icon="cookie-bite" title="We're cooking something good ;)">
      No Preview fixes this week.
    </Card>
  </Tab>

  <Tab title="Labs" icon="flask-vial">
    <Info>
      **Labs is where we deliver insights tailored to your organization faster than our main roadmap would allow.** A Labs report is built for your team specifically, leans on the newest AI capabilities, and may ship with less visual polish than the rest of Parable — because the value is in the insight, not the chrome. Results may evolve as the underlying models improve; that's intentional — we're moving with the frontier, not chasing it. Once a Labs capability proves itself across several organizations, it graduates to **Preview**.

      <br />

      **How to read Labs results:** directional.
    </Info>

    ### <Icon icon="sparkles" /> New

    <Card icon="cookie-bite" title="We're cooking something good ;)">
      No Labs updates this week.
    </Card>

    ### <Icon icon="arrow-trend-up" /> Improved

    <Card icon="cookie-bite" title="We're cooking something good ;)">
      Nothing to call out in Labs this week.
    </Card>

    ### <Icon icon="wrench" /> Fixed

    <Card icon="cookie-bite" title="We're cooking something good ;)">
      No Labs fixes this week.
    </Card>
  </Tab>
</Tabs>

***

<Note>
  **How we tier releases:** [Labs](/release-tiers#labs) · [Preview](/release-tiers#preview) · [Platform](/release-tiers#platform). The world — and the AI beneath every intelligent product — is changing faster than ever. We ship you the latest and greatest. Occasionally your results will shift as models and methods refine; rarely enough to flip a decision, always with a note from us when the change is meaningful.
</Note>

<Tip>
  Want a closer look at any of these? Reach out to your Parable team — we're happy to walk you through what shipped and what's coming next.
</Tip>