Traceix / $THRT roadmap for 2026
This roadmap covers what we’re planning for Traceix and the $THRT ecosystem in 2026: reproducible evaluation datasets, public export tools, monthly Hugging Face drops, ethical malware ingestion, classroom mode, new analysis explorers, and community-driven feedback. Timelines are approximate and may shift as we learn.
Explore by theme #
Use filters to focus on data, token mechanics, education, analysis tools, or community work. You can also scroll down for a chronological view.
Detailed roadmap items #
Each card includes an approximate 2026 window aligned with the timeline image above and a plain-language description of what we’re building and why it matters.
Data & evaluation
Evaluation datasets & schemas
We will release the full confusion-matrix corpus as a public evaluation dataset on Hugging Face, alongside formal dataset schemas. A mini evaluation set is already live at Hugging Face . This makes Traceix’s model quality reproducible, peer-reviewable, and easy to reuse in external research.
Public datasets
Datasets page
A dedicated datasets page will allow you to select one or more public datasets and download them in formats like JSON and JSONL. This turns Traceix into a self-serve data portal instead of one-off manual exports.
Data exports
CSV exports
Building on the datasets page, we’ll add robust CSV export support for large batch downloads. CSV is trickier to get right (quoting, nested structures, huge rows), so this is tracked as its own feature.
Monthly drops
Monthly Hugging Face uploads
Once exports are stable, we’ll automate monthly dataset publishing to Hugging Face. Each month, Traceix will generate a curated training corpus and push it as a new versioned dataset, making the platform’s outputs consistently available to the wider community.
Malware ingestion
Malware ingestion
We’ll build an ethical malware ingestion pipeline that crawls selected sources, parses files, and uploads them into Traceix for analysis and storage. Sites that do not want to be scraped will have a clear opt-out mechanism, and the goal is to grow the corpus responsibly without surprise harvesting.
Token plumbing
$THRT credits & hold-only wallets
Every Traceix account will receive a hold-only $THRT wallet on registration, so people can participate without learning Solana or managing keys. A monthly credit allowance of $THRT will let users upload datasets into the public domain. Unused allowance is burned, and 10% is recycled back into a shared hot wallet fund for redistribution to registered users. The amount you earn for uploads depends on your subscription tier.
Buffering & rest
Buffering & holiday time
Around one month across the next ten months is reserved for holidays, family time, and schedule drift. This protects the roadmap from burnout and gives some slack if earlier milestones overrun. Exact dates are flexible.
Classroom mode (MVP)
Classroom / teacher mode
Educators will be able to create “classrooms” in Traceix: choose a corpus of hashes, upload them to the public domain, invite students via share links, and let students analyze the files using Traceix tools. Teachers can then download structured results for scoring or grading. The first release will be a simple MVP but directly supports PCEF’s nonprofit education mission.
Analysis tools
Hex / ASM explorer
A new explorer will let you compare hexdumps and disassembly side-by-side, similar to the existing capability diff view. This bridges high-level AI insights with byte-level ground truth for both working reverse engineers and students learning how binaries actually look under the hood.
IOC tooling
IOC exports & YARA
Traceix will support exporting indicators of compromise (IOCs) as plain lists and in YARA-style formats. The goal is to make it trivial to turn Traceix analysis into detection logic you can plug into other tooling without manual copy/paste.
Feedback & growth
Feedback & marketing
Ongoing feature feedback, market research, and outreach to security teams, educators, and the wider community. This includes structured feedback loops inside Traceix as well as external marketing to make sure the roadmap stays aligned with how people actually use the platform.
Timelines & flexibility #
This roadmap is intentionally opinionated but not rigid. Items may ship earlier or later than shown, and some work will happen in parallel. If you rely on a specific feature, feel free to reach out through Traceix or PCEF so we can factor that into planning.