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⚡ AI Lessons
Dev.to · Jakub
4d ago
We ran 50 prompts across 5 AI engines. Here's how often brands actually get recommended
The average brand scores 31 out of 100 when we measure how often AI engines recommend it. That number...
Dev.to · Jakub
4d ago
How to Create a Database by Talking to Your Computer
I spent last Tuesday building a contact tracker for a side project. Opened a browser tab, said five...
Dev.to · Jakub
5d ago
Watching Agents by Inithouse: tracking a real product question with live AI probability scores
We run Inithouse, a studio with 14+ live products. Every week, some question about the future pops up...
Dev.to · Jakub
💻 AI-Assisted Coding
⚡ AI Lesson
6d ago
Schema vs prompting: how Be Recommended by Inithouse thinks about getting cited by AI
The average company we score at Inithouse gets a 31 out of 100 across five AI engines. Most of the...
Dev.to · Jakub
📣 Digital Marketing & Growth
⚡ AI Lesson
2w ago
How to Check If ChatGPT Actually Recommends Your Brand
Most companies have no idea what ChatGPT, Claude, or Perplexity say about them. They track Google...
Dev.to · Jakub
2w 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
2w 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
2w 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
2w 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
3w 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
3w 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
3w 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
3w 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
3w 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
3w 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
3w 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
3w 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
3w 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
3w 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
4w 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
4w 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
4w 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
4w 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
4w 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...
DeepCamp AI