ApproachWorkBefore AIDocsScopeRadarTalk
EN/PT/RU
Talk it through

AI Radar

One piece of AI news a day. Read by someone who puts AI into production.

What happened, with sources. The real problem inside companies. And, when there is one, the case where I've already solved something similar.

The gain does not come from the agent alone

Oct 15, 2026· with case

The gain does not come from the agent alone

The tool evolves. The engineering workflow needs to evolve with it.

When agents scale, git can become a bottleneck

Oct 14, 2026· with case

When agents scale, git can become a bottleneck

The problem stops being writing code. It becomes operating change.

Generating a floor plan in minutes doesn’t solve the whole project

Oct 13, 2026· with case

Generating a floor plan in minutes doesn’t solve the whole project

When AI draws faster, the bottleneck moves somewhere else.

Voice AI still fails at the basics that block scale

Oct 12, 2026· with case

Voice AI still fails at the basics that block scale

Without reliable context, it just swaps a fragile chatbot for a fragile callbot

Without isolation, an agent in production becomes an operational risk

Oct 11, 2026· with case

Without isolation, an agent in production becomes an operational risk

Microsoft launched containers with policies to contain agents

The risk is not the agent making a mistake. It’s making a mistake without control.

Oct 10, 2026· with case

The risk is not the agent making a mistake. It’s making a mistake without control.

Without governance, autonomy turns into an operational incident.

Google brings agents to Gemini with a focus on businesses

Oct 9, 2026· with case

Google brings agents to Gemini with a focus on businesses

The message is less hype and more real corporate operations

An agent that answers doesn’t solve business decisions

Oct 7, 2026· with case

An agent that answers doesn’t solve business decisions

The new Decisions API formalizes a layer that was missing in production

Plugging search into the agent doesn’t solve the problem

Oct 6, 2026· with case

Plugging search into the agent doesn’t solve the problem

Without context and rules, it searches more and gets less right

Running AI locally on standard hardware changes the equation

Oct 5, 2026· with case

Running AI locally on standard hardware changes the equation

It’s not just about speed. It’s about architecture, privacy, and control.

AI without a spending cap becomes an open cash-flow risk

Oct 4, 2026· with case

AI without a spending cap becomes an open cash-flow risk

Autonomous agents increase usage. Without a hard limit, mistakes get expensive.

When the agent gets real access, the risk moves to another level

Oct 3, 2026· with case

When the agent gets real access, the risk moves to another level

Apple tightened Full Disk Access controls in macOS because of agent-related risk

If content is consumed inside AI, SEO alone isn't enough

Oct 2, 2026· with case

If content is consumed inside AI, SEO alone isn't enough

The race becomes being read, understood and cited

Everyone talks about GEO. I measured it.

Oct 2, 2026

Everyone talks about GEO. I measured it.

SEO, GEO, AEO. No hype. Server logs.