v3.6January 2026Major
RAG: AI That Actually Knows You
Semantic memory transforms every AI feature — your experience, your goals, your proof of work, cited in every response.
- ✓Full resume indexed — no more truncation, every bullet searchable
- ✓Dream Job aware — AI knows what you want, not just what you've done
- ✓Portfolio connected — your projects become evidence in recommendations
- ✓Semantic search — finds relevant experience by meaning, not keywords
- ✓Evidence-based scoring — job matches cite specific qualifications
- ✓Interview Prep upgraded — talking points reference YOUR achievements
- ✓Gap Analysis grounded — compares requirements against your actual skills
- ✓AI Opinion with receipts — every claim backed by [resume], [dream_job], or [portfolio] source
v3.5January 2026Major
L/JS Mobile
Your job pipeline in your pocket — scan, swipe, decide. No app store required.
- ✓Standalone PWA at lite.lastjobscout.com — install to Home Screen
- ✓Swipe-based job cards for fast triage (keep left, discard right)
- ✓Trust Score + BS Detector on every scanned job
- ✓Coaching nudges to keep you moving forward
- ✓Filter by saved searches, status, and decision state
- ✓Get notified when it matters — new matches hit your phone
- ✓Seamless auth handoff from desktop — scan QR, you're in
- ✓Works on every phone — responsive design that doesn't play favorites
v3.4January 2026New
Interview Prep Doc
Personalized interview preparation with talking points, questions, and your pitch — ready in seconds
- ✓One click to prep — pick a job, get your game plan
- ✓Match Score breakdown with "Why You Fit" bullet points
- ✓Your pitch, optimized — you review, you choose, you own it
- ✓"The Bridge" — connects your experience to this specific role
- ✓Talking points with proof from your background
- ✓Questions worth asking — so you interview them too
- ✓Three density modes: Concise, Standard, Detailed
- ✓Copy to clipboard or download as Markdown
v3.3December 2025Major
BS/Scout: The Bullshit Detector
Job verification firewall that filters out garbage before it wastes your time
- ✓Spam domain blacklist blocks known garbage sites (yeweyewe.com, jobilize.com, etc.)
- ✓Domain handshake verification - Microsoft jobs should link to microsoft.com
- ✓Trust hierarchy: Primary (company direct), Trusted Board, or Unverified
- ✓Visual badges show verification status on every job card
- ✓Blocked 50 spam jobs and flagged 476 unverified sources in beta
- ✓Real-time verification on every new job import
v3.2December 2025New
My Portfolio & Proof of Work
Showcase your projects - because what you build matters more than what you claim
- ✓New Portfolio tab in Profile settings
- ✓Add GitHub repos, live apps, websites, articles, and projects
- ✓Tech/Skills picker with 60+ modern technologies across 8 categories
- ✓Featured projects highlighted with amber styling
- ✓Portfolio feeds resume generation and networking messages
- ✓Custom skill input for technologies not in preset list
v3.1December 2025Major
My Dream Job & Wizard
Define your ideal role and craft your career story
- ✓New Dream Job tab with structured preferences
- ✓Dream Job Wizard - conversational preference extraction
- ✓Draft your Dream Job Statement — pick the length and voice that fits
- ✓Work priorities (emerald) and Compensation priorities (amber) sections
- ✓Custom tags for industries and priorities
- ✓Dream Job preferences auto-populate Job Search defaults
- ✓Statement saves to profile for scoring context
v3.0December 2025New
Verified Company & Job Research
Company research you can trust with confidence scoring and verification
- ✓No made-up facts — we verify before we show you
- ✓Confidence badges: Verified, Partial, Unverified, Not Found
- ✓Job field validation catches suspicious URLs, short descriptions, placeholder titles
- ✓Geographic mismatch detection (job in NYC but company in Denmark?)
- ✓Smart badges: "Verify Job", "Verify Company", or "Verify Both" based on what needs attention
- ✓Duplicate URL detection with friendly error messages
v2.9December 2025
Smarter Onboarding & Contextual Help
New users get guided help everywhere they look
- ✓Expanded Welcome modal now covers all 5 key features
- ✓Watchlist empty state explains Auto-Check with pro tips
- ✓Playbook empty state guides users to chat with JobScout
- ✓JS Assistant shows clickable starter prompts
- ✓Prompts adapt to current page (Pipeline, Search, Watchlist, Playbook, Profile)
- ✓One-click to send any starter prompt - zero typing required
- ✓Consistent navigation width across all pages
v2.8December 2025
Streamlined Onboarding & UX Polish
Faster setup, smarter empty states, and bulk action improvements
- ✓Onboarding condensed to 4 steps (was 6)
- ✓"Build Resume with JobScout" - guided resume creation from scratch
- ✓Better empty state: tips, scoring guide, direct action buttons
- ✓Remote filter callout - we verify remote status from actual JD, not metadata
- ✓Bulk actions "all" shorthand - no more JSON truncation on large sets
- ✓Resume tailoring: stronger anti-hallucination rules
- ✓Resume upsert prevents duplicates when re-tailoring same job
- ✓Deleting tailored resume now clears job's tailored badge
v2.7December 2025Major
Outreach Agent & Unified UI
Intelligent networking and a cleaner job detail experience
- ✓Discovers 3-5 relevant contacts at any company
- ✓Auto-generates personalized LinkedIn messages
- ✓Three message types: Connection request, InMail, Email
- ✓Track outreach status: contacted, responded, meeting scheduled
- ✓New tabbed job detail view: Overview, Assessment, Network, Notes
- ✓Unified experience across Grid and List views
- ✓Match score now appears left of job title everywhere
v2.6December 2025
Morning Briefing Emails
Wake up to your personalized job search status
- ✓Daily email with new high-match jobs (85%+)
- ✓Follow-up reminders for applications 7+ days old
- ✓Alerts for jobs likely expiring soon
- ✓Top priority action for the day
- ✓Quick stats: tracked, applied, interviewing
- ✓Opt-in only - your inbox, your rules
v2.5December 2025
Bulk Actions — No More Death by Clicks
Update hundreds of jobs with natural language commands
- ✓Natural language command bar - "Set interest to high for jobs above 90%"
- ✓Bulk update any field: status, interest, priority, skills match, and more
- ✓Preview affected jobs before executing
- ✓Full audit trail in JobScout Chats
- ✓Safety guardrails prevent accidental mass deletions
v2.4December 2025Major
Scoring at Ferrari Speed
100+ jobs scored in under 2 minutes — while you grab coffee
- ✓Scores 100+ jobs in under 2 minutes
- ✓Streaming progress updates as jobs are scored
- ✓Robust error handling - no more failed batches
- ✓Reduced API costs with smarter batching
v2.3November 2025Major
Saved Searches & Auto-Scout
Save your searches and never miss new opportunities
- ✓Save any search with one click
- ✓Re-run saved searches instantly
- ✓Track how many new jobs since last run
- ✓Remote-only filtering that actually works
- ✓Automatic duplicate detection
v2.2November 2025
JobScout Chats — Nothing Lost, Everything Saved
Every conversation saved and searchable
- ✓Full history of everything you've worked on
- ✓Filter by type: jobs, resumes, commands
- ✓Extract action items from any conversation
- ✓Search across all conversations
v2.1November 2025
Action Items & Job Coach
Intelligent guidance for your job search
- ✓Personalized action items based on your pipeline
- ✓Priority recommendations for what to do next
- ✓Daily inspiration based on your progress
- ✓Smart next actions for every job
v2.0November 2025Major
Resume Scoring — Every Word Read, Not Just Keywords
Every job scored 0-100 against your resume
- ✓Upload multiple resumes for different roles
- ✓Every job description read in full — no shortcuts
- ✓Match score based on skills, experience, requirements
- ✓Detailed breakdown: what matches, what's missing
- ✓Concerns flagged (overqualified, missing skills, red flags)
v1.8November 2025
Grid View & Visual Refresh
Beautiful new way to browse your jobs
- ✓Grid view for visual scanning
- ✓Expanded job cards with score badges
- ✓Quick actions: priority, interest, status
- ✓Collapsible sections for focused browsing
- ✓Mobile-responsive design
v1.5November 2025
Smart Filtering & Search
Find exactly what you're looking for
- ✓Filter by status, interest, skills match
- ✓Sort by score, date, company, priority
- ✓Search in plain English — just describe what you want
- ✓Ask JobScout to find specific jobs
- ✓Bulk selection and actions
v1.2November 2025
Job Tracking & Pipeline
Never lose track of where you are
- ✓Full application pipeline tracking
- ✓12 status stages from Saved to Offer
- ✓Notes and comments on every job
- ✓Priority flags for hot opportunities
- ✓Interest levels to rank your picks
v1.0November 2025Major
Multi-Source Job Search
Search 50+ job boards in one place
- ✓LinkedIn, Indeed, Glassdoor, ZipRecruiter + 46 more
- ✓2.3M+ jobs searchable
- ✓Filter by location, remote, salary, job type
- ✓One-click save to your pipeline
- ✓Direct links to original postings