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Latest Insights

AI Products, Growth & Building in Public

Expert insights on building successful AI-powered products, growth strategies, and transparent development processes

AI Products, Growth & Building in Public Blog | Codestreaks

Latest Insights

AI Products, Growth & Building in Public

Expert insights on building successful AI-powered products, growth strategies, and transparent development processes

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Latest Posts

AI manufacturing cost reduction case studies: the five numbers they leave out

AI & Automation

Sep 02, 2026

AI manufacturing cost reduction: $4k to $30k, and the 5 numbers case studies hide

Our real fixed-price bands run $4,000 to $30,000 to build and $50 to $2,000 a month to run. Plus the five numbers most factory AI case studies leave out.

Generative engine optimization checkers: what they measure, and what they miss

AI & Automation

Sep 02, 2026

Generative engine optimization checkers: what they measure, and what they miss

Five weeks of daily AI citation readings on our own domain, and the three specific ways a GEO tracker will mislead you if you read it like a rank tracker.

Automated insurance solutions: where robotic process automation actually holds up

AI & Automation

Aug 09, 2026

Automated insurance solutions: where robotic process automation actually holds up

Automated insurance solutions work well on claims intake and rate lookups, and fall apart fast anywhere judgment calls live. Here is the real line.

IT operations automation: the boring three workflows worth fixing first

AI & Automation

Aug 09, 2026

IT operations automation: the boring three workflows worth fixing first

IT operations automation done right is three specific workflows fixed well, not a platform migration. Here is where the reliability actually comes from.

AI customer service automation: what to automate first (and what to leave alone)

AI & Automation

Aug 04, 2026

AI customer service automation: what to automate first (and what to leave alone)

Not every support ticket should hit an AI agent. Here's how to pick the right first automation target and avoid the reliability trap.

Web Development

Aug 03, 2026

Web development and marketing: why the split between the two teams is costing you traffic

Marketing and web development run as separate workstreams at most companies, and that split quietly costs conversions. Here is how to close the gap.

How to evaluate an AI agent before you ship it

AI & Automation

Jul 14, 2026

How to evaluate an AI agent before you ship it

An AI agent that works in the demo can still fail in production. Here is how to build an evaluation suite that catches it first, with a practical template.

AI agent vs chatbot: the real difference, and which one you need

AI & Automation

Jul 14, 2026

AI agent vs chatbot: the real difference, and which one you need

A chatbot replies. An AI agent takes action. Here is the actual difference, when each fits, what each costs, and how to pick without wasting a build.

Your AI agent demo works. Production is where it breaks.

AI & Automation

Jul 14, 2026

Your AI agent demo works. Production is where it breaks.

An AI agent that nails a demo can still fall apart on real data. Here is where the last 10 percent hides, what it costs to run, and how to ship one that holds.

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Browse all 202 articles

Computer vision for retail safety: the alert queue decides whether it works
AI agents for ecommerce support: what breaks after the demo
Retail AI vision systems integration: the wiring decides the project
AI manufacturing cost reduction: $4k to $30k, and the 5 numbers case studies hide
Generative engine optimization checkers: what they measure, and what they miss
Computer vision retail ROI: three numbers, one payback date
Ranking on page one and getting zero clicks: what that actually means
Visual inspection with computer vision: fix the lighting before you touch the model
Document extraction with computer vision: what actually breaks on real paperwork
Custom computer vision development: your demo's accuracy is not your accuracy