Teachful Roadmap

Server-side interpreted progress pushed to the web dashboard for business visibility, including Syed Lab AI Chat delivery.

Projected completion: Jul 7, 2026

Updated Jun 19, 2026 8:29 AM

Overall Program Progress

94%

Done: 73 Remaining: 5 ETA: 3 weeks

94%

Forecast uses 63 completed milestones across 42 git commit batches over 33 days, with median 0.2 days / mean 0.4 days between recent feature commits and an effective pace of ~4.7 milestones/week.

Milestones Completed

Milestones Remaining

Projected Completion

Tuesday, Jul 7

Identity and Access

Stable

Auth0 sign-in, verified-email provisioning, and profile gating.

6 / 6 milestones 100%

100%

Completed: May 19, 2026

Channel Workflows

Stable

Channel creation, ownership, browse, subscription baseline, and public timeline visibility that hides draft lessons from learner-facing details. Manage now promotes the public channel link (copy, preview, QR) and guides empty subscriber states toward sharing.

6 / 6 milestones 100%

100%

Completed: Jun 16, 2026

AI Experience

Stable

Syed Lab AI Chat and draft-first AI lesson generation are live with staged feature-flag controls and telemetry guardrails. The dedicated AI Lesson Wizard (slices 1–5) ships objectives/sources/article generation, optional assessments and surveys, URL and free-text references, editor redirect on save, and System Admin telemetry with editable rollout controls. The AI Lesson Planner and saved lesson ideas queue let experts generate multi-lesson plans from sources, refine ideas on Manage, and launch the wizard pre-filled from a saved idea. Delivery also supports survey-only/post-lesson options, optional assessments, async article/assessment image workflows, AI regenerate-in-editor flows, lesson resources that persist through edit/update, and hardened source URL ingestion with clearer failure UX.

28 / 28 milestones 100%

100%

Completed: Jun 16, 2026

Expert Mobile App

In Progress

Expert-only iOS creator app with channel/content authoring, media workflows, and scheduling controls; Auth0 sign-in, channel browsing, and lesson drafts are live.

1 / 5 milestones 20%

20%

Forecast: Jul 7, 2026

Billing and Delivery

Stable

Stripe Connect Express onboarding, connected-account checkout with platform fees, expert disable gates, prod migrations, Manage setup banner, Express dashboard link, live business_type compliance, and test-mode Connect/webhook verification are complete. Production Stripe setup is deferred until go-live; richer Manage requirements diagnostics are optional polish.

11 / 11 milestones 100%

100%

Completed: Jun 17, 2026

Reporting and Reliability

In Progress

Survey-response visibility and subscriber progress reporting are live in expert manage workflows, including responsive DataTables for subscriber and lesson operations. Lesson and channel dashboard exports now support Excel, CSV, and JSON with direct non-HTMX downloads, and lesson schedule dates now sort from stable timestamp keys instead of localized text. Delivery/editor reliability hardening is complete, startup `Database.AutoMigrate` gating now supports environment-targeted schema upgrades, and tier-1 learner/expert inbox workflows include anti-bot controls, unread/read states, multi-tag Tagify organization, notifications, delete paths, participant-boundary enforcement, and anonymous subscriber self-service management/progress access. Next focus is final release-readiness hardening.

21 / 22 milestones 95%

95%

Forecast: Jun 26, 2026

Milestone Timeline

Estimated dates now sort from commit-anchored completion history and recent delivery cadence.

Milestone	Workstream	Date	Status
AI lesson creator hardening and gated rollout (telemetry, tests, feature flag)	AI Experience	May 22, 2026 Completed from git history	Done
Learner completion workflow tied to required surveys	AI Experience	May 27, 2026 Completed from git history	Done
Optional assessments with custom builder/viewer, scoring rules, and max-question guardrails	AI Experience	May 27, 2026 Completed from git history	Done
Web lesson image workflows with upload/delete, async AI Hub job polling, storage variants, and XL lesson rendering	AI Experience	Jun 2, 2026 Completed from git history	Done
Lesson editor UX hardening (tabbed partial authoring, mobile preview modal, send-now split, and delivery-date safety on standard saves)	AI Experience	Jun 5, 2026 Completed from git history	Done
AI batch-create modal now supports per-lesson header image generation from article summaries	AI Experience	Jun 5, 2026 Completed from git history	Done
AI lesson regeneration, lesson-resource continuity, and article-format hardening in the editor/wizard flows	AI Experience	Jun 11, 2026 Completed from git history	Done
AI assessment regeneration now surfaces validation diagnostics and repairs parser aliases, evidence quotes, and weak grounded correct answers	AI Experience	Jun 12, 2026 Completed from git history	Done
AI Lesson Wizard (slices 1–5): dedicated flow, references, System Admin telemetry, and editable rollout controls	AI Experience	Jun 15, 2026 Completed from git history	Done
AI Lesson Planner and saved lesson ideas queue (generate, review, save, wizard prefill, mark used)	AI Experience	Jun 16, 2026 Completed from git history	Done
Lesson idea queue polish: channel-aware planner prompts, used-idea links/filter, stored source file reuse	AI Experience	Jun 16, 2026 Completed from git history	Done
AI source URL ingestion hardening (2 MB cap, friendly errors, modal auto-close on failure)	AI Experience	Jun 16, 2026 Completed from git history	Done
Manage promotion UX: public channel link + QR, subscribers empty state, manual new-lesson modal	Channel Workflows	Jun 16, 2026 Completed from git history	Done
Expert Stripe Connect onboarding (Express account, connected checkout, platform fees, publish gate)	Billing and Delivery	Jun 17, 2026 Completed from git history	Done
System Admin expert management (per-expert platform fee override, disable account, lesson delivery block)	Billing and Delivery	Jun 17, 2026 Completed from git history	Done
Stripe Express dashboard link and live Connect business_type compliance	Billing and Delivery	Jun 17, 2026 Completed from git history	Done
Production EF migrations for Connect and expert disable fields	Billing and Delivery	Jun 17, 2026 Completed from git history	Done
Lesson template content preservation and lesson editor UX declutter (article image collapse, breadcrumbs)	AI Experience	Jun 17, 2026 Completed from git history	Done
Stripe Connect test-mode Dashboard setup and webhook smoke verification	Billing and Delivery	Jun 17, 2026 Completed from git history	Done
Multimodal generation in Syed Lab AI Hub (video/image)	AI Experience	Jul 3, 2026 Forecast from recent cadence	Planned
Expert iOS creator app foundation (Auth0 sign-in, channels, lesson drafts)	Expert Mobile App	Jun 3, 2026 Completed from git history	Done
Expert reporting visibility for survey-only + post-lesson responses	Reporting and Reliability	May 27, 2026 Completed from git history	Done
Subscribers and progress reporting tab with searchable/sortable expert table	Reporting and Reliability	May 27, 2026 Completed from git history	Done
Lessons management tab upgraded to responsive DataTables behavior	Reporting and Reliability	Jun 10, 2026 Completed from git history	Done
Manage Lessons schedule dates sort from stable timestamp keys instead of localized display text	Reporting and Reliability	Jun 10, 2026 Completed from git history	Done
Lesson dashboard and subscriber-progress exports support Excel, CSV, and JSON with direct file download behavior	Reporting and Reliability	Jun 10, 2026 Completed from git history	Done
Lesson editor reliability hardening (sent-date consistency and duplicate-content guardrails)	Reporting and Reliability	May 28, 2026 Completed from git history	Done
Tier 1 Learner-Expert inbox support for content-related help	Reporting and Reliability	May 29, 2026 Completed from git history	Done
Sticky-header navigation offset stabilization for boosted page transitions	Reporting and Reliability	May 29, 2026 Completed from git history	Done
Inbox notifications for learner-to-expert messages and expert replies	Reporting and Reliability	May 30, 2026 Completed from git history	Done
Inbox mark-as-read and unread indicators	Reporting and Reliability	May 30, 2026 Completed from git history	Done
Inbox delete controls for threads/messages	Reporting and Reliability	May 30, 2026 Completed from git history	Done
Inbox custom tags and filtering workflow with Tagify multi-tag editing	Reporting and Reliability	Jun 9, 2026 Completed from git history	Done
Anonymous subscriber support for inbox and subscriber workflows	Reporting and Reliability	Jun 9, 2026 Completed from git history	Done
Database AutoMigrate gating and normalized SQL schema migration readiness for environment-targeted upgrades	Reporting and Reliability	Jun 12, 2026 Completed from git history	Done
Expert-facing external Help Desk escalation link	Reporting and Reliability	Jun 1, 2026 Completed from git history	Done
Inbox read-tracking schema parity and reporting/reliability hardening before release	Reporting and Reliability	Jun 1, 2026 Completed from git history	Done
Expert inbox workflow filters (waiting-on-expert, waiting-on-learner, unread)	Reporting and Reliability	Jun 1, 2026 Completed from git history	Done
Inbox controller participant-boundary coverage (compose/reply/tag/delete)	Reporting and Reliability	Jun 1, 2026 Completed from git history	Done
Expert iOS creator workflows for media generation, scheduling, and publishing controls	Expert Mobile App	Jul 7, 2026 Forecast from recent cadence	In Progress
Final reporting/reliability release-readiness hardening	Reporting and Reliability	Jul 6, 2026 Forecast from recent cadence	Planned