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🧚 TF Code automates, and the app welcomes it

Released on August 23, 2026

TF Code becomes even more powerful — share whole sessions to the Knowledge Hub and bring them back anywhere, schedule recurring agent jobs on your own machine, orchestrate cloud and local agents together with TF Orchestrate, and even run TF Code right inside the app. Plus new models, stronger browser automation, and a smarter Benchmark module! 🚀

🎯 Share Your TF Code Sessions​

Share full sessions, retrieve them anywhere​

You can now share an entire TF Code session — messages, tool calls, file diffs, and model metadata — to the ToothFairyAI Knowledge Hub, then retrieve it from any machine. Shares are stored as lossless JSON documents under the tfcodeSession folder, so the round-tripped session reconstructs the full transcript, including every tool call and code change.

Key Features:

  • Lossless sharing - every message, tool part, file diff and model is preserved
  • Share & unshare - /share uploads and copies a link to your clipboard, /unshare removes it
  • Browse & import - /shared lists and imports your shared sessions, /import retrieves by URL or document ID
  • From the web UI - browse and import shared sessions right from the app's command palette
  • CLI & API - manage shares with tfcode session shared / tfcode import, plus full HTTP endpoints in server mode

📖 Documentation: Sharing Sessions

🖥️ Schedule Your Local Agents​

Recurring jobs on a cron schedule​

Run TF Code agents on a schedule — a daily dependency dig, a weekly report, a periodic cleanup — managed from the desktop app, the TUI, or by simply asking the agent.

Key Features:

  • Cron scheduling - standard 5-field cron expressions (e.g. 0 9 * * 1-5)
  • Missed-run recovery - pick a catch-up or exact policy so jobs behave predictably when your machine is off
  • Run tracking & logs - every run records status, timing and output, audit what ran and when
  • Safe by design - a failing job is never re-run on recovery, and a lock prevents overlapping runs

📖 Documentation: Scheduling

🖥️ TF Code, Inside the App​

Your AI engineer, embedded​

TF Code is now embedded right in the ToothFairyAI web app with a resizable, collapsible side panel that floats over your workspace. Launch a new session, browse and switch between sessions, and even Ask TF Engineer — all without leaving the app.

Key Features:

  • Embedded TF Code panel - a dedicated, resizable panel hosting the full TF Code experience
  • Session management - open new sessions and switch between them from the panel
  • Ask TF Engineer - trigger your TF Engineer agent directly from the app
  • The app stays visible - the panel floats on top so you keep your workspace context while coding

🎯 TF Orchestrate​

One entry point for cloud and local agents​

TF Orchestrate is a new concierge that bridges ToothFairyAI cloud agents with TF Code local agents — one place to delegate work to one or more agents, whether cloud, local, or both, consumed seamlessly.

Key Features:

  • Delegate to cloud agents - send work to any cloud agent in your workspace, or to a cloud orchestrator for multi-step planning
  • Delegate to local agents - hand work to TF Code subagents alongside cloud delegation
  • Fan-out in parallel - delegate to multiple agents at once across independent, non-overlapping workstreams
  • Bounded worker/critic loop - a gauntlet flow that plans, implements, and has an independent critic verify — never a worker approving its own work, with results escalated rather than hidden
  • Fire-and-forget dispatch - kick off async tasks and poll them in parallel without holding the turn
  • Workspace knowledge search - query your knowledge base directly from TF Code

🎯 Plan Mode & Media in TF Code​

Plan first, then build — and preview media​

TF Code's plan mode gets a smoother workflow, letting you review a plan before committing to execution, with better handling of tabs and prompts.

What's New:

  • Improved plan mode - review and refine plans before execution with cleaner tab handling
  • View PDFs and videos - preview PDFs and video files inline in TF Code, alongside existing image and audio support

🤖 New Models​

Qwen3.8 Max​

The official release of the Qwen3.8 series is now available — built on the flagship Qwen3.8-2.4T-A95B base with vision input, non-thinking support, a 1M default context, and official built-in tools.

Key Features:

  • Qwen3.8 Max - a 2.4T-parameter sparse MoE model (~95B active) built for autonomous, long-horizon work
  • Vision input - native multimodal understanding
  • Huge context - 1M default context length
  • Built-in tools - official tool support out of the box

🎯 Stronger Browser Automation​

Smarter, stealthier browser agents​

Browser-based agents get a meaningful upgrade, with enhanced anti-detection and more reliable navigation through the virtual machine.

Key Features:

  • Enhanced anti-detection - improved stealth capabilities and Cloudflare bypass for tougher sites
  • Proxy rotation & egress control - rotate proxies and control egress for cleaner browsing
  • Richer browser steps - finer-grained control and more browser steps available to agents

🛠️ Improvements & Fixes​

Benchmark, reliability & Windows fix​

  • Enhanced Benchmark module - a refined benchmark screen with period filters and clearer consumption tracking
  • Proxy billing - clear line for proxy usage in consumption
  • Better search - improved search and filtering across the app
  • Fine-tuning refinements - a smoother training and fine-tuning experience
  • Windows first-session fix - resolved an issue where the first session on an empty TF Code project on Windows would not appear until a refresh; this is now fixed in both the web and desktop app versions

📋 Summary​

This update includes:

  • Share TF Code Sessions - share full sessions to the Knowledge Hub and retrieve them anywhere
  • Schedule Local Agents - recurring cron jobs with missed-run recovery and run tracking
  • TF Code in the App - an embedded TF Code panel with session management and Ask TF Engineer
  • TF Orchestrate - a single entry point to delegate to cloud and local agents, with fan-out and a bounded worker/critic loop
  • Plan Mode & Media - improved plan mode, plus inline PDF and video viewing in TF Code
  • Qwen3.8 Max - the flagship Qwen3.8 release with vision, 1M context and built-in tools
  • Browser Automation - enhanced anti-detection, proxy rotation and browser steps
  • Benchmark & Consumption - a refined benchmark experience with clearer usage tracking

Thank you for using ToothFairy! We're constantly working to improve your experience. If you have any feedback or encounter any issues, please don't hesitate to reach out to our support team at support@toothfairyai.com.

Keep building magic with AI! 🧚‍♀️✨

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