ROADMAP & RELEASE NOTES_

Core contracts, offline-first storage engine, design tokens for Ink and Paper themes, self-hosted fonts, and zero-telemetry boundary enforcement.

• Strict type safety and boundary checking
• Ink and Paper high-contrast WCAG 2.2 AA themes
• Dexie IndexedDB storage engine with validation and quarantine
• Network egress allowlist and automated license audit

Full voice and text interview practice with push-to-talk, real-time transcription, schema-constrained evaluation, grounded rewrites, and public documentation.

• Multi-provider direct client adapters (Gemini & OpenAI-compatible)
• Client-side document parsing in Web Worker (PDF, DOCX, TXT) with 0 network calls
• Live interview focus screen with timer, subtitles, hint, and follow-up loops
• Grounded rewrite generator with anti-hallucination verification
• Prerendered static public pages with zero external scripts

Honest skill statistics, level-calibrated difficulty, practice drills targeting calibrated weak points, daily streaks, and PWA offline installation.

• 15-skill taxonomy across technical, behavioral, and delivery categories
• Recency-weighted scoring engine (H=8 half-life) with confidence tracking
• Interactive skills dashboard with score bands and chronological sparklines
• Quick-fire and Deep-dive targeted skill drills with 'Fix my weakest' 1-click CTA
• Offline Service Worker shell pre-caching and installable Web App Manifest

100% offline, zero-network-egress practice powered by WebGPU in-browser models (WebLLM) and local daemon servers (Ollama, LM Studio).

• Device capability detection (RAM, WebGPU, token decoding micro-benchmark)
• Strict device stability rules: PC desktop only, text-only enforcement
• Curated local models catalog with automated post-load sanity testing
• Local server setup support with classified CORS diagnostic helpers
• Prominent honesty badge tagging for basic model feedback

Tailor practice sessions with evidenced company context packs covering values, culture, technical stack, and verified interview formats.

• Evidenced pack contract requiring verified citations, dates, and official sources
• 12 hand-reviewed seed packs for popular tech employers
• Pack-aware prompt layering with values weighting and anti-hallucination guards
• Multi-layer prompt injection defense and delimiter neutralization
• Company directory and detail browser with offline IndexedDB caching

Bounded research pipeline to ingest and curate new company packs safely when real user demand passes community thresholds.

• FastAPI service with strict rate limiting and anonymous client hashing
• SSRF-safe fetcher blocking private, loopback, and cloud metadata addresses
• Hard budget caps ($5/day, $100/month) and automated operator kill switch
• Static mirror export fallback for 100% offline resilience

Long-term interview preparation planning with universal .ics calendar integration, ramping difficulty plans, and spaced repetition review.

• Cadence and target date schedule generation with progressive difficulty ramping
• RFC 5545 universal .ics export compatible with Google, Apple, and Outlook
• Client-side Google Calendar integration with in-memory tokens only
• Spaced repetition review queue with expanding intervals (1d to 60d) and 10/day cap
• Automatic enqueuing of weak interview turns into review queue

Additional BYOK providers, custom local model imports, and local voice activity detection (VAD) for natural hands-free conversation.

• Anthropic Claude (Messages API) and Hugging Face serverless provider adapters
• Custom local model support with safe file format checks (.safetensors, .gguf, .onnx)
• Web Audio API Voice Activity Detection (VAD) for automatic silence detection
• Expanded 60-question bank with level-calibrated follow-ups and rubric hints

Added Anthropic Claude and Hugging Face inference support, custom local model validation, on-device voice activity detection, and comprehensive exit gate verification.

• BYOK direct browser adapter for Anthropic Claude (Messages API) and Hugging Face serverless API
• Custom local model loading with safety format verification blocking unsafe pickle formats
• Real-time Web Audio API voice activity detection (VAD) with configurable silence countdown
• 60-question calibrated bank across all 5 experience level bands

Introduced prep plans with RFC 5545 .ics calendar export, optional Google Calendar sync, and a daily spaced repetition review queue.

• Universal .ics calendar generator with 75-octet line folding and strict CRLF formatting
• Spaced repetition review queue with expanding intervals (1d, 3d, 7d, 14d, 30d, 60d) and 10/day cap
• Automatic weak turn capture from session scorecard into review queue
• In-memory Google Calendar event creation with zero persistent credentials

Launched bounded backend research service with SSRF protection, strict budget caps, and static pack mirror export.

• FastAPI research service in apps/api with SQLite/PostgreSQL async support
• SSRF-safe web fetcher blocking cloud metadata (169.254.169.254) and private networks
• Enforced $5/day and $100/month budget caps with emergency kill-switch
• Static pack mirror fallback guaranteeing client offline independence

Added company-tailored interview practice with 12 seed company packs, prompt injection safety defenses, and company directory.

• Evidenced company pack contract requiring verified citations and dates
• 12 curated seed packs for major employers (Google, Amazon, Meta, Apple, etc.)
• Values-weighted question selection and company tech stack tailoring
• Prompt injection defense with untrusted input sanitization and delimiter neutralization

Introduced private offline practice with in-browser WebGPU models and local server adapters (Ollama, LM Studio).

• WebGPU hardware capability benchmark and token decoding throughput speed test
• In-browser model runner in Web Worker with WebLLM integration
• Ollama adapter with NDJSON streaming and automated localhost CORS diagnosis
• PC-only and text-only device safety enforcement with 'Basic Feedback' honesty badges

Delivered honest skill analytics, category-grouped practice drills, daily streaks with guilt-free rest days, and offline PWA support.

• 15-skill taxonomy engine with recency-weighted statistics and confidence scores
• Interactive skills dashboard with horizontal bars and score history sparklines
• Quick-fire (5 Qs) and Deep-dive (10 Qs) drills with 'Fix my weakest' 1-click CTA
• Deterministic local habit engine with protective monthly freezes
• Installable PWA manifest and offline service worker shell

Launched complete client-side interview practice flow with AI adapters, speech recognition, rubric evaluation, and public site.

• Gemini and OpenAI browser adapters with PBKDF2/AES-GCM client encryption
• Client-side document parsing in Web Worker for PDF, DOCX, and TXT
• Push-to-talk voice interview with live subtitle lanes and transcript review
• Rubric-based evaluation with anti-hallucination grounded rewrites
• Prerendered static public pages with zero third-party network egress