BizStack Blog

One non-traditional developer found that hands-on coding practice beat AI delegation for building real programming skills. The counterintuitive case for doing it yourself.

Four AI marketing shifts this week: Amex locks down agent spending, 78% of brands miss AI recommendations, Google tests plain-language campaign briefs, and Shopify opens to any AI agent.

A South African business lost its AI-built website six days after launch. The AI tool left the admin password exposed in the source code. No exploit needed.

A physician built a real-time ARDS ventilator assistant in under five minutes using Claude Opus 4.6 and no coding experience. Zero errors across 1,400 automated checks.

DeepSeek's updated Flash model scores 77% on DeepSWE at under 20 cents per task, plus a new Search and Fetch API at $0.75 per 1,000 calls. MIT licensed and free to download.

A new B2B GTM report shows founder-led sales dominates below $10M ARR, AI search hits 39% adoption, and networking beats every other channel. Key numbers inside.

Harness maps how AI coding agents assign trust to files, hooks, and MCP responses, and why that trust model is the real attack surface, not the chat box.

Ramp's October AI Index shows extreme revenue concentration at OpenAI and Anthropic, plus a model price war, a $6.8B cybersecurity quarter, and five other data points founders should track.

Linus Torvalds pushed back hard against restricting AI tools in kernel development. Linux is also moving to drop its Assisted-by LLM tag after it proved unreliable.

Rule-based automation stalls on judgment calls and exceptions. Here is how AI agents handle the messy 80 percent, which processes to start with, and what a real build takes.