Shop and checkout flow
Product pages, bundles, trial routing, secure checkout, TradingView username capture, order lookup, and support paths are already part of the public product.
Shop
Checkout
Order flow
Live surface
BiasForge already behaves more like a product stack than a landing page.
The public site is not a placeholder shell. It already covers product discovery, checkout and access, benchmark communication, macro news handling, and early member-facing workflows.
News desk and release handling
The `/news` surface is already treating macro events as a structured desk, with countdowns, release-state handling, source labeling, and bias-first context.
Calendar
Bias
Source layer
Benchmark and strategy storytelling
The benchmark side is already public-facing, showing model separation, verification rules, and strategy-specific presentation instead of hiding everything behind vague claims.
Benchmark
Models
Strategy boards
Account, dashboard, and member bridge
BiasForge already has registration, login, dashboard, order handling, and admin routes in place, with the private research layer still being expanded behind them.
Auth
Dashboard
Admin
Entity and map direction
The site is already pointing beyond indicators toward entity research, coverage, tracked assets, and a later map-driven intelligence layer inside the same product.
Entities
Map
Research
Platform view
The interesting part is how the pieces are being connected.
BiasForge matters on this portfolio because it is not just design polish or isolated tooling. It is product structure, technical integration, customer flow, and public communication all pulling in the same direction.
Portfolio value
Founder-led product work with real live proof.
For a GitHub homepage, this is the project that shows how I think beyond a repo: product positioning, information architecture, public communication, customer experience, and system design inside something people can actually open and use.
The codebase stays private, but the product does not. That makes BiasForge a better case-study candidate than a fake open-source mirror would be.
Product stack
Indicators, bundles, news, benchmark, and access in one product story.
The public site is already trying to connect chart tools with benchmark evidence, macro context, and later private research rather than leaving them as disconnected pages.
Technical shape
One active app with public, member, admin, and API surfaces.
Local structure confirms live routes for shop, news, benchmark, orders, auth, companies, map, dashboard, admin, and API handlers inside the same application.
Operating model
Built incrementally, but already disciplined about what is live versus what is staged.
The strongest thing about the current build is that it does not pretend every long-term idea already exists. The public layer is being polished while the deeper member layer grows behind it.
Current focus
What BiasForge is still pushing forward right now.
The project is already credible enough to show publicly, but the next passes are about making the live product read even more clearly and giving the deeper member layer more substance.
Public benchmark
Keep improving the strategy storytelling, not just the numbers.
The benchmark layer is already live, but it still needs cleaner model explanation, stronger strategy spotlights, and better visual proof as the sample matures.
Product presentation
Replace weak visuals with proof that feels product-grade.
Bundle pages, trial surfaces, and benchmark examples still need stronger screenshots and tighter visual proof so every surface feels as real as the underlying product logic.
Private member layer
Grow the dashboard into deeper saved-state and research views.
Registration, login, and dashboard routing already exist. The next stage is giving that member space more depth through private research, saved context, and account-linked tools.
BiasForge links
Open the live product, not just the explanation.
This page is here to explain why BiasForge belongs on the homepage. The product itself is already the stronger proof.