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Reasoning Patterns uitleg.

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Agent loop 3
Reasoning Patterns 3 min lezen

Chain-of-Thought Prompting: Get LLMs to Show Their Work

Add "think step by step" and accuracy on multi-step problems jumps. Hide the scratchpad in production. Free quality, almost always.

/chain-of-thought-promp… Probeer het nu
Agent loop 3
Reasoning Patterns 3 min lezen

ReAct Pattern: Reasoning + Acting in AI Agents

ReAct interleaves a Thought, an Action, and an Observation at each step. The "talk to yourself, then do, then look" loop powers most modern agents.

/react-pattern-reasonin… Probeer het nu
Crawler graph 3
Reasoning Patterns 3 min lezen

Tree of Thoughts: When LLMs Need to Branch and Backtrack

Tree of Thoughts explores multiple reasoning branches, prunes bad ones, and backtracks. Use it when the right path is not the first one the model picks.

/tree-of-thoughts-expla… Probeer het nu
Crawler graph 3
Reasoning Patterns 3 min lezen

Self-Consistency: Voting Across Multiple LLM Samples

Run the same prompt N times at non-zero temperature, take the majority answer. A few extra calls, big accuracy gains on hard reasoning.

/self-consistency-promp… Probeer het nu
MCP handshake 3
Reasoning Patterns 3 min lezen

Prompt Chaining: Breaking Complex Tasks Into Steps

Instead of one mega-prompt, chain N small prompts where each step's output feeds the next. Easier to debug, easier to evaluate, easier to evolve.

/prompt-chaining-workfl… Probeer het nu
Agent loop 3
Reasoning Patterns 4 min lezen

Reflexion and Self-Critique: AI That Reviews Its Own Work

Reflexion adds a critique-and-revise loop. The model produces output, criticises it, revises. A few cents extra; meaningful quality gain on the right tasks.

/reflexion-self-critiqu… Probeer het nu
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Engr Mejba Ahmed

Engr Mejba Ahmed

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