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Tekoälli

Long explanations, when the subject earns one

Each piece answers one question properly and all the way through. No listicles, and no predictions about what happens in five years.

6 articles on Applications

One stream branches into two. On one route a large heap piles up past a checkpoint; on the other only a single item gets through the same kind of gate. Volume produced and work delivered are not the same thing.

Article · Applications

Vibe coding and AI-assisted programming

Two different ways of working get grouped under one label, though the distinction that matters is whether the generated code is reviewed. What each approach is good for, what remains after the demo, and what productivity research actually shows.

20 min

A grid of everyday subjects from the home to the forest and from the production line to sport, that is, the range of AI use cases.

Article · Applications

AI use cases in plain language

Thirty concrete use cases, from the home to the forest, from the production line to a sports club. What the machine does in each, where it goes quietly wrong, and what happens to a use case after it is chosen.

18 min

Four agent structures side by side: a single agent, a chain, a parallel run and a supervisor tree.

Article · Applications

Agents, orchestration and use cases

What a multi-agent system actually is, the four structures you find in one, what each is good for, and when a single agent is enough.

19 min

A document in which one line differs from the rest and hijacks the processing towards a different outcome than intended.

Article · Applications

When an agent believes the wrong text

Prompt injection has topped the OWASP list for a third year, and there is no fix. Why not, and what to do instead.

5 min

A closed loop with three steps and one checkpoint: the agent tries something, looks at the result and corrects.

Article · Applications

What an agent actually is

An agent is not magic. It is a loop: the machine tries something, looks at the result and corrects.

3 min

Articles · Tekoälli