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Practical prompt engineering -- every post includes real prompts you can copy and adapt.
72 articles • Page 1 of 8
Google's migration guide quietly killed the majority-vote trick you've leaned on for years. Here's what replaces it.
Microsoft's new Handoff orchestration pattern proves the routing decision isn't architecture, it's a prompt. Here's how to write it so your agents don't deadlock or drop context.
The NoWait technique cuts chain-of-thought length 27-51% with zero accuracy loss -- here's how to apply it in Claude, GPT, and Gemini
The IdleSpec technique turns dead wait time into planning cycles that cut agent task completion by 40%
New research shows dynamically selecting in-context examples by embedding similarity outperforms static few-shot by up to 7 BLEU -- here's how to build it
The prompting discipline for persistent background agents is fundamentally different from chat -- here's the pattern that keeps autonomous actions safe and useful.
Karpathy was right -- the highest-leverage skill in 2026 isn't writing better prompts, it's deciding what goes into the context window and what stays out
Anthropic shipped the grading loop -- the rubric is now the hardest prompt you'll write
Embedding hesitation cues like 'wait, let me verify' into your prompts activates built-in self-correction that chain-of-thought never could
