From the team
The quickdev Blog
Practical insights on software development, MVPs, SaaS products, and building tech companies in Israel.
How to Build AI-Powered Internal Tools
Israeli startup teams are using LLMs to build internal ops tools — dashboards, report generators, and triage systems — in days instead of months. Here's how.
Read articleAI Streaming Responses: Better UX, No Extra Cost
Streaming is the fastest UX win you can make to any AI feature. Here's how Israeli startups implement LLM streaming in production — and when to skip it.
Read articlePrompt Caching: Cut LLM Costs Without Compromise
Prompt caching lets Israeli startups cut LLM API costs by up to 90% — without touching model quality. Here's exactly how it works and when to use it.
Read articleLLM Observability: Monitor AI in Production
Most teams ship AI features without knowing if they're actually working. Here's how Israeli startups add LLM observability to catch problems before users do.
Read articleStructured Outputs: Reliable JSON from LLMs
Free-form LLM responses break production AI features. Here's how Israeli startup teams enforce structured outputs and get typed, validated JSON every time.
Read articleHow to Add Voice AI to Your Product
A practical guide for Israeli founders on adding voice AI — speech-to-text, TTS, and real-time audio — to web, mobile, and SaaS products.
Read articleSemantic Search: Beyond Keyword Matching
Keyword search frustrates users when they describe what they need, not what it's called. Here's how Israeli startups add semantic search — and when not to.
Read articleHow to Add Memory to Your AI Product
Most AI features forget everything between sessions. Here's how Israeli product teams add persistent user memory to make AI features that actually feel intelligent.
Read articleMultimodal AI: Adding Vision to Your Product
How to add vision and document analysis to your product using multimodal AI — practical patterns for Israeli startup teams building production AI features.
Read articleAI Guardrails: Keeping LLM Output Safe
LLM features surprise you in production — hallucinations, prompt injection, off-brand outputs. Here's how Israeli startups build guardrails that keep AI features safe.
Read articleContext Engineering for AI Products
Prompt engineering is out. Context engineering is how Israeli startups build AI features that work reliably at scale. Here's the practical guide.
Read articleLLM Evals: Testing AI Features Before You Ship
Most Israeli startups ship AI features without knowing if they work reliably. Here's how to build LLM evals that catch failures before your users do.
Read articleWhen to Use Reasoning Models in Your Product
Reasoning models like o3 and Claude Extended Thinking cost more and run slower. Here's when that tradeoff is worth it for Israeli product teams.
Read articleHow to Cut Your AI API Costs in Production
AI API bills surprise most Israeli startups at scale. Here's how to control LLM costs without degrading quality — caching, model routing, and prompt trimming.
Read articleWhat Is MCP and Why Your AI Product Needs It
The Model Context Protocol (MCP) is becoming the standard for AI tool integrations. Here's what it is and when Israeli startups should build with it.
Read articleVibe Coding for Startups: What It Actually Delivers
Vibe coding is reshaping how Israeli startups prototype and ship software. Here's what AI-assisted development actually delivers — and where it hits a wall.
Read articleHow I Rebuilt My Website With AI — Design, SEO, and Claude CoWork
A behind-the-scenes look at how I rebuilt quickdev.co.il using Stitch by Google, Claude CoWork, Astro, and Vercel — with SEO and GEO baked in from day one.
Read articlePicking the Right LLM for Your Product
How to choose between GPT-4, Claude, Gemini, and open-source models for your product. A practical decision framework for Israeli startup founders.
Read articleHow to Add AI to Your SaaS Product
A practical playbook for Israeli SaaS founders on where AI fits in your existing product, which integration patterns ship reliably, and what to avoid.
Read articleRAG vs Fine-Tuning - Which AI Strategy Does Your Product Actually Need?
RAG or fine-tuning? Use our practical framework to choose the right LLM strategy for your startup or SaaS product — without wasting months on the wrong approach.
Read articleAI Agents in Production: What They Are and When Your Product Actually Needs One
Most AI agent demos never survive contact with real users. Learn what production-ready AI agents actually look like, when your Israeli startup needs agentic architecture, and how to avoid the traps.
Read articleHow Much Does Custom Software Development Cost in Israel?
Breakdown of software development costs in Israel. What you'll actually pay for MVPs, web apps, SaaS, and mobile development.
Read articleHow to Build an MVP in 8 Weeks — Our Exact Process
Learn how to build a market-ready MVP in 8 weeks. Our proven process for Israeli startups covers discovery, design, development, and launch — with zero fluff.
Read articleHow to Choose a Software Development Company in Israel
8 evaluation criteria for choosing a dev agency in Israel. What to look for, red flags to avoid, and questions to ask.
Read articleSaaS vs Custom Software - Which Does Your Business Need?
SaaS vs custom software — use our 6-question decision framework to choose the right path for your Israeli business. Avoid hidden costs and build (or buy) smarter.
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