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Use Apodex 1.1 Mini with a signed-in browser

Run Apodex 1.1 Mini through a local inference server, connect Tabbit CLI from a local agent, and review a cited draft.

In this article
  1. Key takeaways
  2. Choose the route
  3. Prepare a source-linked draft
  4. Review before sharing
  5. What community reports do and do not show
  6. Use Tabbit as the local page layer

Apodex 1.1 Mini can work with signed-in pages when a local agent connects Tabbit CLI to the browser session. The hosted API or local model does not receive browser cookies. Check the model route first, then use a separate task tab and review a named, unshared draft. The model card describes open weights, tool calling, and vLLM/SGLang-compatible serving; confirm hardware and parser for the chosen quantization. The hosted Apodex system is a separate product route from locally serving Mini. OpenRouter also lists an API route, but availability, provider behavior, and tool calls must be checked before use. See the publisher model documentation and client or product setup.

Key takeaways

  • Verify the exact model route, provider and region before starting.

  • Skill discovery, CLI reachability and website login are three separate checks.

  • Keep the first task read-only and limited to authorized pages.

  • Ask for URL-backed facts in a named draft; review before sharing.

Choose the route

RouteWhat it isDecision
Apodex 1.1 MiniOpen-weight local checkpointCheck VRAM, quantization and parser
Apodex hosted systemHosted agent productCheck product access separately
OpenRouter listingThird-party API routeVerify provider, region and tools

For Qwen Code, skill discovery uses ~/.agents/skills/ and the /skills or /skill:tabbit command. For other clients, use their documented skill invocation; do not assume a /tabbit command. In any client, seeing the skill does not prove the CLI can launch, and a working CLI does not prove the target site is signed in. Install Tabbit Browser, sign in yourself, then use a separate task tab while keeping your other tabs available.

Prepare a source-linked draft

Use apodex/Apodex-1.1-mini in this local session. Use Tabbit CLI to read only the three team pages I authorize. Create a draft named "Apodex 1.1 Mini source brief, draft 01". Add the exact URL and a short evidence excerpt for every factual claim. Separate fact from inference, mark missing information unknown, and do not edit source pages. Stop before sharing or publishing and show me the draft for review.

Expected output: a short draft with source URL and evidence excerpt per factual point, explicit unknowns, and no submitted changes. This prompt is illustrative; it is not a result from a model run.

Review before sharing

CheckPassStop
ModelExact checkpoint or provider route visibleAlias is ambiguous
BrowserSigned-in Tabbit profile in task tabWrong profile or login page
ScopeOnly authorized pages, read-onlyAgent broadens task
DraftNamed and cited, unsharedAgent publishes or submits

What community reports do and do not show

A Reddit user said they tested Apodex 1.1 Mini on two V100 GPUs and found it “REALLY smart.” This is one firsthand inference report; it does not establish browser reliability or hosted availability. Read the firsthand discussion.

Use Tabbit as the local page layer

Install Tabbit Browser. Sign in to the target site in that browser profile and ask your local agent to use Tabbit CLI. A fixture check for this batch confirmed that a second named CLI task could reuse the signed-in session and read the authorized local test page. It did not call an external model or test this model’s integration. The task tab stays separate so you can continue working in your other tabs. Keep the draft unshared until you verify each source.

Continue with the Tabbit CLI guide, connecting an agent to an existing browser, session reuse, the first-task checklist, MCP vs CLI, profiles and task tabs, Codex setup, and browser-agent security.

FAQ

What model ID should I use?

The model card names apodex/Apodex-1.1-mini. Confirm the exact provider route and region before an API call.

Can Apodex open my signed-in pages by itself?

No. A local agent must connect Tabbit CLI to the browser session. The model itself does not receive browser cookies.

How do I confirm browser tool calls work?

Check the loaded checkpoint and serving parser, then verify that the agent can call Tabbit CLI from the same machine and profile.

What should the first task do?

Read a few authorized pages, attach URLs and evidence to each claim, and save a named draft for review.

Was Apodex 1.1 Mini tested with Tabbit?

No model-to-Tabbit run was completed for this draft. The local fixture verified only the browser session-reuse path.

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