01
5 AI Models, 1 Project Spec: Who Decomposes Best?
We gave the same HTTPS Security Checker spec to Codex/GPT-5.3, Claude Opus, Kimi, GLM-5, and MiniMax-25. Here's how they scored across 17 criteria — and what every plan missed.
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Rather have us build it for you?
GigLabo AgencyBeyond the open-source boilerplate, GigLabo is a software agency with an AI-first approach — custom software, web & mobile apps, and AI solutions, delivered production-ready. Not sure where to start? Book a tech consultation for an honest, senior-level technical roadmap.
MVP Development
Custom Software
API Integrations
SaaS Platforms
AI Services
Web Apps
Workflow Automation
Security Audits
Cross-Platform
Tech Consulting
AI-First Approach
AI woven into how we design, build, and ship — not bolted on.
Custom Software
Web, mobile, and backend systems built to fit your business.
AI Solutions
LLM apps, autonomous agents, and workflow automation.
Tech Consultations
Senior technical clarity before you commit your budget.
Search inside your videos · 100% local
Your videos, now searchable — on your machine.
MnemoVi — Local Video Knowledge BaseMnemoVi turns your videos into a knowledge base you can search — everything that was said and everything shown on screen. Point it at your own files or pull clips from YouTube, TikTok, Instagram and X. Every result is labeled Said, On-screen or Both, and nothing ever leaves your device.
100% on-device · no accountNo cloud · no per-minute subscription
MnemoVi · Local search
the recipe where she salts the water twice
3 moments · ranked
“…salt the water twice — once now, once when it boils.”
Said04:12
On-screen caption — “Salt #2 — don’t skip it.”
On-screen06:40
Said to camera while the pot comes to a boil.
Both07:05
Local-first & private
100% on-device — no cloud, no upload, no account. Your footage stays yours.
Speech + vision search
Finds what was said and what was shown — every hit labeled Said, On-screen or Both.
Platform downloader
Pull clips from YouTube, TikTok, Instagram and X, then index them like any local file.
Jump to the moment
Every result carries a timecode — click and land on the exact second it happened.
Capture + Annotate + Beautify
Screenshots, now agent-driven.
Heretic Lazy ShotA professional desktop screenshot tool — capture, annotate and beautify with a GPU-accelerated compositor, plus a built-in MCP server so Claude, Cursor and Copilot can drive it for you. Local-first, no cloud, no subscription.
Lifetime license · pay onceFree trial · no card
claude · heretic-lazy-shot
❯grab a screenshot of my active Chrome window and open it
Used lazy-shot · capture_window · ctrl+o to expand
⏺Captured Google Chrome — keyword chrome-active, id 627 (1920×2130). Opened in the editor.
❯
Capture anything
Region, window or display. Per-monitor hotkeys, a live magnifier loupe and pixel-perfect precision.
Annotate fast
11 tools, one keystroke each — arrows, blur, counters, text. 50-step undo/redo history.
Beautify instantly
GPU compositor with backgrounds, shadows, rounded corners and social-ready canvas presets.
Agents drive it
Built-in MCP server — Claude, Cursor & Copilot capture and edit for you. One prompt, zero clicks.
AI Agents + Dev Tools + Education
Build Smarter with AI-Powered
Developer Tools
Autonomous coding agents, free developer tools, hands-on workshops, and desktop apps — everything you need to ship faster with AI. On your infrastructure, your terms.
VibeCoder Heretic
Free & Open Source
Developer Tools That Actually Help
No sign-ups. No paywalls. Just tools that solve real problems — built by developers, for developers.
HIT
Watchword
Secure local secret + password vault with MCP access for AI agents. Open Source.
Try it
AI Coding Wizard
Interactive wizard that gives you a personalized starting kit for your next AI-powered project.
Try it
$0 Stack Builder
Build your complete tech stack using only free-tier services. Database, auth, hosting — all $0.
Try it
Learn by Doing
Workshops & Praktikums
No theory slides. You leave with working code and transferable patterns.
More workshops coming soon
View All EducationWeekly Newsletter
AI Agents & LLMs: The Real Boundaries
Case studies, tools, mini-workshops — everything tested and worth your attention. Every Monday.
newsletter.md
~5 min read
Weekly Newsletter
AI Agents & LLMs: The Real Boundaries
Case studies, tools, mini-workshops — everything tested and worth your attention. Every Monday.
Desktop & Web
Applications for Creators & Developers
Standalone tools that solve specific problems. Download, use, contribute.
From the Blog
Technical deep-dives, benchmarks, and updates from the trenches.
02
Introducing VibeCoder Heretic - Make 90% of Coding Someone Else's Problem
Announcing VibeCoder Heretic, an autonomous coding agent boilerplate that runs on your infrastructure. Full workflow with PRs, Kanban boards, and real-time visibility.
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