Context Is King: Fix This to Get 10x Better AI Outputs.

TLDR: Vibe coding gets you to "it works" fast. But only 10.5% of AI-generated code is secure. The gap between demo and production is where careers are made or broken. The winners use vibe coding strategically—for prototypes and MVPs—then bridge to production with traditional skills and review.

Everyone's Showing You the Vibe Coding Demo. Nobody's Showing You What Happens When 1,000 Users Hit It at 3am.

Certification Compliance Guide for Voice AI Products

• SaaS growth is slowing down hard: ARR is down 30% YoY, churn is at record highs, and half of all licenses go unused.

• AI tools + low-code platforms are collapsing the friction of building software. MVPs that once took months can now be done in days.

• This shift means the future is Output-as-a-Service — custom, on-demand software built fast, cheap, and tailored.

• The SaaS market we know today shrinks. The market for custom AI-built tools expands.

SaaS Is Drowning. Customized, On-Demand Software Is Rising.

We’ve all been there asking AI for advice and hoping it makes life easier.But does it actually help, or just confuse us more?In this quick blog, I break down the real problem with taking AI’s advice at face value… and what happens when you zoom out to millions of chats happening every day.
👉 Drop your take in the comments: Has AI ever saved you time, or just left you more confused?

ChatGPT = therapist or narcissist?

OpenAI released GPT-OSS — two open-weight reasoning models you can run yourself: gpt-oss-20b and gpt-oss-120b.
• 120b is close to o4-mini on reasoning, runs on a single 80GB GPU
• 20b runs on a 16GB consumer GPU
• You can run them via Transformers, vLLM, or Ollama
• It’s not just a model drop — you get tooling, support, and agentic abilities
• But: You’re responsible for safety, logging, and ops