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Just a few hours after launching, Try Verity was featured by Startup Fortune:
"Try Verity Builds AI Interview Practice Around the Candidate's Own CV and Target Role"
One thing the article captured well is the problem that motivated me to build this product:
Most interview preparation tools generate generic questions and generic feedback. Real interviews don't work that way.
Your questions depend on your background, your projects, your experience, and the specific role you're targeting. That's why Try Verity generates interview simulations using your actual CV and job description.
Huge thanks to Amelia Bon and Startup Fortune for covering the project.
As always, I'd love to hear your feedback and ideas while we're still improving the beta. 🙌
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Last Seen - Places disappear. Their stories don't have to.
Last Seen is an archive of lost places and the memories people left behind. A living record of the places that shaped us, before they disappear from memory as completely as they have from maps.
The research
Before writing a line of code I posted to Reddit. "What closed place do you still think about?" Three subreddits. Three cities. 217,000 views. 1,652 replies. The Astoria. Shunt Vaults. CBGB. Florent. The problem was real before I built anything.
The Figma workflow
Figma Weave generated the visual language, aged paper textures, film grain overlays, archival map treatments. The Design Agent built the complete design system from a single prompt, colour styles, typography, eight components, page layouts, brand guidelines. The result is a 16-frame horizontal brand identity deck published to the Figma Community.
Two Figma Make widgets built and published to Community, Memory of the Day and Still Here, pulling real memories from a live Supabase database in real time.
The product
Next.js, TypeScript, Tailwind, Supabase, Mapbox GL JS, Vercel. 103 places across five cities. A heatmap showing where memory concentrates across continents. Real memories from real people. An admin queue, rate limiting, auto-geocoding, profanity filtering, i18n across six languages.
825 unique visitors in three days. The archive keeps growing.
The workflow
Reddit validation, Figma Weave, Design Agent, Figma Make, live product. In 24 hours.
Design System - https://www.figma.com/design/Kn81kFZfmAOf9OJkzUGohk/Last-Seen?node-id=0-1&t=JJ7SBoTiIzpf07OZ-1
Figma Make - https://glassy-sky-12636665.figma.site
Project link - https://www.lastseen.city
Love this!
🧠 Pathora AI — AI Career Navigator Platform (Futuristic Career Development System)
Overview
Pathora AI is a next-generation AI-powered career development platform designed to help students, graduates, professionals, and career changers discover the right career path, build in-demand skills, and achieve long-term success with confidence.
Unlike traditional job portals that only list opportunities, Pathora AI works as an intelligent career navigator that analyzes users’ skills, interests, and goals to generate a personalized career roadmap.
It acts as a complete ecosystem for career growth, combining AI-driven assessment, skill gap analysis, resume building, interview preparation, and opportunity discovery into one unified experience.
Problem Statement
Most individuals struggle with career decisions due to:
Lack of clear direction after studies
Confusion about which skills to learn
Mismatch between education and job market demand
Difficulty in building strong resumes
Poor interview preparation
Limited awareness of career opportunities
No structured long-term career roadmap
These issues often lead to uncertainty, wasted time, and underutilized potential.
Solution
Pathora AI solves these challenges through an intelligent, AI-driven career system that guides users step by step.
The platform helps users to:
Discover suitable career paths based on personal profiling
Identify skill gaps and improvement areas
Build structured learning and career roadmaps
Generate ATS-optimized resumes
Practice interviews with AI feedback
Explore personalized job, internship, and scholarship opportunities
Track career growth with analytics and insights
Key Features
🤖 AI Career Discovery System Users complete an intelligent assessment covering interests, skills, personality, learning style, strengths, and goals. The AI processes this data to generate personalized career recommendations with match scores.
📊 Personalized Career Dashboard A smart dashboard that displays:
Career match percentage
Recommended career paths
Salary insights
Industry demand trends
Required qualifications
Growth potential
Everything is visual, interactive, and easy to understand.
🧭 AI Career Roadmap Generator Creates a step-by-step roadmap including:
Required skills
Certifications
Learning milestones
Internship suggestions
Career progression stages
This turns long-term goals into a clear actionable plan.
🧠 Skill Gap Analyzer Users can upload their resume or profile, and AI analyzes:
Existing skills
Missing skills
Industry requirements
Personalized learning recommendations
Includes visual insights like skill maps and progress tracking.
📝 AI Resume Builder An intelligent resume system that provides:
ATS-friendly resume generation
Professional templates
Real-time scoring
Smart improvement suggestions
Instant export options
🎤 AI Interview Coach A virtual interview preparation system featuring:
Mock interview sessions
AI-generated questions
Communication feedback
Confidence scoring
Performance reports
💼 Opportunity Hub A personalized discovery system for:
Jobs
Internships
Freelance work
Scholarships
Remote opportunities
Startup programs
All recommendations are AI-personalized.
📚 Learning Hub Suggests:
Courses
Certifications
Bootcamps
Structured learning paths
Includes progress tracking and achievement milestones.
📈 Career Analytics Dashboard Tracks overall growth:
Career readiness score
Skill development progress
Goal completion rate
Interview readiness level
Weekly performance insights
🤝 Community & Mentorship System A guided ecosystem for:
Mentor matching
Career discussions
Networking opportunities
Industry expert guidance
Success sharing
🤖 Floating AI Career Assistant Always available AI assistant that helps with:
Career advice
Resume feedback
Interview preparation
Roadmap creation
Goal planning
User Experience & Design
Pathora AI is designed with a premium futuristic interface featuring:
Dark themed glassmorphism UI
Neon blue, purple, and cyan gradients
Floating interactive cards
Smooth animations and transitions
Glowing AI elements
Highly responsive layout
Apple-level design detail
SaaS-grade modern aesthetics
The experience feels immersive, intelligent, and futuristic.
Technology Vision
Pathora AI represents a shift from traditional career platforms to AI-powered career intelligence systems.
It transforms career confusion into clarity by combining personalization, automation, and predictive insights into one powerful platform.
Impact
Pathora AI aims to empower users worldwide to make smarter career decisions, reduce uncertainty, and build structured paths toward success.
The vision is simple: Discover. Plan. Build. Succeed.
🔗 Live Prototype: https://reset-curve-55507946.figma.site/
Excellent
Anthropic's Claude AI is officially building its own successors, triggering an explosive flywheel effect where AI models advance rapidly without needing any human direction!
A staggering 80% of Anthropic's production code is now fully written by Claude, boosting engineer output to a mind-blowing 8x higher than recent baselines.
The new "Claude Mythos Preview" achieved a jaw-dropping 52x speedup in optimizing AI training code, completely crushing the 4x improvement managed by skilled human engineers.
Operating with unprecedented independence, Claude-powered agents executed an entire AI safety research project and bridged a massive 97% of the performance gap on an ultra-complex problem.
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