ai-job-search vs Gotcha: Features, Pricing & Which Is Better (2026)
A side-by-side comparison of ai-job-search and Gotcha — features, pricing, and ideal use cases — to help you decide which AI tool fits your workflow.
a
ai-job-search
Mads Lorentzen
Open-source AI job application framework built on Claude Code — evaluate postings, tailor CVs, write cover letters, and prep interviews on your machine.
Key features
- /scrape Workflow: Pull job postings from configured sources into a structured queue on your machine.
- /apply Workflow: Tailor your CV and generate a cover letter for a specific posting via a drafter/reviewer agent pipeline.
- /interview Workflow: Prep for interviews with role- and company-specific question generation and answer drafts.
- Local-First Execution: Runs entirely on your machine — your profile and application drafts never leave your computer.
- Profile-Driven Personalization: Fork, fill in your profile once, and every application is grounded in your real experience.
- Language & Country Agnostic: Works for job searches in any language and any local job market.
Best for
- Full-Time Job Hunt: Automate the tailored-application pipeline for dozens of postings a week.
- Career Transitions: Reframe your existing profile for a new industry by editing prompts, not rewriting every CV.
- Interview Preparation: Generate role-specific mock questions and structured answers before phone screens.
- Contractor Pipeline: Contract and freelance workers use it to keep applications flowing across multiple platforms.
- Career Coach Tooling: Coaches fork the repo to run structured application workflows for clients.
G
Gotcha
Samosa-AI
On-device Android AI copilot that turns natural language into 100+ real device actions with dual safety modes.
Key features
- On-device Copilot: Runs entirely on the user's Android phone with a bring-your-own-model architecture, so prompts, screen context, and actions never require a cloud round-trip.
- Dual Copilot Modes: Instant switch between Monitor mode (40+ read-only tools for planning) and Operator mode (all 100+ tools for execution) so users choose inspection vs action per task.
- 100+ Native Device Tools: Send SMS, place calls, manage storage, toggle torch, set wallpapers, read the screen, control volume, and automate any app through a curated Android tool library.
- Tiered Permission Model: Four permission tiers (from everyday battery/storage access to Tier 4 privileged root actions) with explicit gates so nothing runs without user consent.
- Assistive Ball & Push-to-Talk: A floating orb accessible from any app supports 'Hey Gotcha' voice calls where Gotcha sees the current screen and acts on the user's behalf.
- Visual Safety Indicators: A colored ring around the screen shows when Gotcha is reading the display (blue) or working in the background (orange), backed by an append-only audit log.
- BYOK Model Choice: Bring your own local or cloud model — or use free Samosa AI credits routed through the OpenAI-compatible Samosa AIR API for zero setup.
- Skill Hub Extensibility: Add third-party skills through the Gotcha Skill Hub so the copilot's action library grows with the community.
Best for
- Hands-free Messaging: Say 'Text mom I'm running late' and Gotcha finds the contact and sends the SMS without touching the screen.
- Storage Cleanup: Ask Gotcha to free up space and it inspects app usage, then confirms uninstalls of games or apps you haven't opened in months.
- Screen-aware Shopping: While browsing a page, ask 'find similar shirts to the one worn here' and Gotcha reads the screen, searches the web, and returns matches.
- Quick Device Control: Toggle the torch, set the volume, change wallpaper, or open a specific playlist in Spotify with one spoken sentence.
- Privacy-first Automation: Users who don't want cloud LLMs running their phones can plug in a local model and keep prompts, screen content, and actions on-device.
- Developer Copilot Extensions: Ship a Gotcha Skill so a niche workflow (e.g., custom-app automation) becomes a first-class action inside the copilot.