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ai-cost smb-ai ai-agents

GPT-5.6 just made advanced reasoning 25x cheaper. Here's the SMB playbook.

Last week OpenAI shipped GPT-5.6 — and the headline isn't the benchmark. It's the price tag. GPT-5.6 Luna outperforms GPT-5.5 at its highest reasoning setting while costing roughly 25x less per unit o…

4 min read
Okundu →
ai-agents indie-hackers

The Mac-Mini-in-the-Cloud Pattern That Just Killed the $80k iOS Build

Last weekend, the indie hacker Pieter Levels shipped an iOS app without writing a line of Swift. Not a prototype — a real one, with a profile page, native UI elements, and an API connection to the web…

7 min read Okundu →
ai-agents open-models

The $4.48 Agent Call That Ends the $43 Conversation

NVIDIA and LangChain quietly published a benchmark last week that should change how every small and mid-sized business thinks about AI agent budgets. An open-source model, Nemotron 3 Ultra, running on…

6 min read Okundu →
ai-workflows prompt-optimization

Have another AI audit your AI workflows. The 40% and 2x gains are real.

Have another AI audit your AI workflows. The 40% and 2x gains are real. A few days ago, the developer svpino posted something I keep coming back to. He maintains a stack of skills for Claude Code. He …

6 min read Okundu →
voice-agents ai-automation

xAI Drops a Voice Agent Builder at $0.05/Min — Here's How SMBs Should Think About It

xAI just shipped a no-code Voice Agent Builder powered by Grok Voice, priced at $0.05 per minute of generated speech. For a small or mid-sized business owner who has been quoted $3,000 to $10,000 for …

4 min read Okundu →
agents automation

My agent is now paying for its own data.

Why Pay-Per-Call AI Agents Are About to Reshape SMB Tooling If your last AI pilot died on the procurement step, you're not alone. Most small and mid-sized businesses never get past the credit-card-on-…

6 min read Okundu →
SalesBot conversational commerce

SalesBot is a new sales channel built around conversation

Most online stores still treat conversation as support. A customer asks a question, someone replies, and then the customer is sent back to the website to figure out the rest. That is a strange way to …

5 min read Okundu →
real estate AI for SMEs

Real estate agencies are early AI pioneers among SMEs

Real estate agencies are one of the clearest places to see why small businesses adopt AI. The work is personal, but much of the workflow is repetitive. Buyers ask for the same filters. Renters ask whe…

5 min read Okundu →
AI agents small business

How business AI agents will change small business life

Small business owners do not usually wake up thinking about AI strategy. They wake up thinking about the missed call from last night, the customer who asked the same pricing question again, the bookin…

5 min read Okundu →
agentic AI AI automation

How AI automations and agentic AI work

AI automation and agentic AI are often talked about as if they are the same thing. They are related, but they are not identical. A normal automation follows a predefined path. If this happens, do that…

5 min read Okundu →