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⚡ AI Lessons

Dev.to · Jakub
20h ago
Watching Agents by Inithouse: an AI monitoring/prediction agent platform that watches any future question
Most prediction platforms ask you to place a bet or assign a probability by hand. Watching Agents by...

Dev.to · Jakub
23h ago
Voice Tables vs Airtable vs Notion: when a voice-first workspace actually wins
TL;DR: Voice Tables by Inithouse builds a full workspace from a spoken description in about 60...

Dev.to · Jakub
1d ago
6 Security Holes We Keep Finding in Vibe-Coded Apps
Across dozens of audits at Inithouse, the same six security issues show up in AI-generated codebases....

Dev.to · Jakub
🤖 AI Agents & Automation
⚡ AI Lesson
3d ago
Programmatic SEO with an AI agent: 9 styles N breeds, what actually indexed
We run Pet Imagination, a free AI pet portrait generator with 9 art styles (Renaissance, Watercolor,...

Dev.to · Jakub
🧠 Large Language Models
⚡ AI Lesson
3d ago
Why Press-Release Citations Decay in AI Grounding (and What We Measure Instead)
We run a portfolio of products at Inithouse. One of them, Be Recommended, tracks how AI engines cite...

Dev.to · Jakub
🤖 AI Agents & Automation
⚡ AI Lesson
3d ago
Mid-Command Language Switching Broke Our Voice Pipeline: Here Is What We Changed
A user dictates: "Vytvoř tabulku clients with columns name, email and datum schůzky." That single...

Dev.to · Jakub
🛠️ AI Tools & Apps
⚡ AI Lesson
6d ago
Pet Imagination by Inithouse: our AI pet portrait pipeline, 9 styles under 60 seconds
At Inithouse, a studio shipping a growing portfolio of products in parallel, we build tools that do...

Dev.to · Jakub
🤖 AI Agents & Automation
⚡ AI Lesson
1w ago
Building agents that track a hypothesis and alert when the evidence changes
Most monitoring tools watch for a specific event. Price drops below $X. Server returns 5xx. Keyword...

Dev.to · Jakub
🤖 AI Agents & Automation
⚡ AI Lesson
1w ago
Building a Voice-to-Database Pipeline: How We Turn Speech Into Structured Rows
We build Voice Tables, an AI-native workspace where you talk instead of type. You say "add fifty oak...

Dev.to · Jakub
1w ago
Audit Vibe Coding vs SonarQube vs Codacy: Code Quality Tools for AI-Generated Code (2026 Comparison)
AI-generated codebases have different failure modes than human-written ones. Traditional static...

Dev.to · Jakub
🔐 Cybersecurity
⚡ AI Lesson
1w ago
7 Security Holes We Keep Finding in Vibecoded Apps: Audit Vibe Coding by Inithouse
We run Audit Vibe Coding at Inithouse, a security audit tool built specifically for AI-generated...
Dev.to · Jakub
💻 AI-Assisted Coding
⚡ AI Lesson
1w ago
How to Audit Your Vibe-Coded Project for Production Readiness
We run Audit Vibe Coding at Inithouse, a tool that checks AI-generated codebases for production...

Dev.to · Jakub
🧠 Large Language Models
⚡ AI Lesson
1w ago
How Voice Tables by Inithouse turns speech into structured rows (Whisper + LLM function calling)
Voice Tables is a product we built at Inithouse, a studio running parallel product experiments. The...

Dev.to · Jakub
1w ago
How Be Recommended by Inithouse Scores AI Visibility 0 to 100 Across ChatGPT, Perplexity, Claude and Gemini
Your product might rank on page one of Google and still be invisible to AI. When someone asks ChatGPT...

Dev.to · Jakub
🛠️ AI Tools & Apps
⚡ AI Lesson
1w ago
10 Best Free AI Tools With No Signup Required in 2026
TL;DR: We tested dozens of free AI tools that work without creating an account. No email, no...

Dev.to · Jakub
📋 Product Management
⚡ AI Lesson
1w ago
Anatomy of a Vibecoding Session: How I Ship a Full Product in Lovable in 2 Days
Last month I shipped a complete web product in two days using Lovable. Not a landing page. A working...

Dev.to · Jakub
📋 Product Management
⚡ AI Lesson
1w ago
Measuring Engagement Without Conversions: How We Evaluate MVPs at Inithouse
When you're running early-stage MVPs, the standard playbook breaks down fast. ROAS? Meaningless when...

Dev.to · Jakub
📋 Product Management
⚡ AI Lesson
1w ago
Measuring Meaningfulness in a Tarot App — Why Completion Rate Tells You Nothing
At Inithouse — a studio running parallel product experiments — we build tools that sit in a strange...

Dev.to · Jakub
🖌️ UI/UX Design
⚡ AI Lesson
1w ago
How We Designed a Personality Quiz That People Actually Finish — Balancing Depth and Completion
At Inithouse — a studio shipping a growing portfolio of products in parallel — we build tools that...

Dev.to · Jakub
📣 Digital Marketing & Growth
⚡ AI Lesson
1w ago
Tarotas by Inithouse: How We Handle 5 Languages on One Domain Without Hreflang Disasters
We ship products at Inithouse, a studio running a growing portfolio of tools and apps in parallel....

Dev.to · Jakub
💻 AI-Assisted Coding
⚡ AI Lesson
1w ago
Security Checklist for AI-Built Apps: What Audit Vibe Coding by Inithouse Catches in Lovable, Bolt, and v0 Projects
AI code generators ship features fast. They also skip security steps that no production app should go...

Dev.to · Jakub
📋 Product Management
⚡ AI Lesson
1w ago
Lovable vs Bolt vs v0 vs Cursor for Shipping MVPs — What We Learned Running a Product Studio
Last updated: June 2026 TL;DR We run Inithouse, a studio shipping a growing portfolio of...

Dev.to · Jakub
🔐 Cybersecurity
⚡ AI Lesson
1w ago
Why Vibecoded Apps Fail Security Audits (and the 4 Fixes That Matter Most)
At Inithouse — a studio shipping a growing portfolio of products in parallel — we audit vibecoded...

Dev.to · Jakub
1w ago
Best 7 Code Quality Checkers for Vibecoded Projects in 2026
Last updated: June 2026 TL;DR: Vibecoded projects need different quality checks than traditional...
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