#prompt-engineering
Imagine a dashboard that tells you which prompt + model combo performs best for billing vs. logs vs. support, no more guessing. That’s the direction prompt engineering needs.

ainativecompass.substack.com/p/from-chaos...

#PromptEngineering #AIProduct
November 10, 2025 at 9:51 PM
Vďaka nástrojom LangChain a PDL sa „prompt engineering“ mení na sofistikované softvérové inžinierstvo. Tieto nástroje riešia problém nestabilných výstupov LLM, umožňujú definovať workflow v kóde (LangChain) alebo deklaratívne (PDL), čím zvyšujú kontrolu a spoľahlivosť.
Prompt Engineering a PDL: Nový prístup k LLM
Vďaka nástrojom LangChain a PDL sa „prompt engineering“ mení na sofistikované softvérové inžinierstvo. Tieto nástroje riešia problém nestabilných výstupov LLM, umožňujú definovať workflow v kóde (LangChain) alebo deklaratívne (PDL), čím zvyšujú kontrolu a spoľahlivosť.
altky.sk
November 10, 2025 at 7:34 PM
Sharing prompts without testing? That’s a hidden tax on engineering time. Build repeatable prompt evaluation so teams stop reinventing the wheel and start shipping reliable AI features.

#PromptEngineering #AI #Engineering

ainativecompass.substack.com/p/from-chaos...
From Chaos to Catalog: Prompt Evaluation
How to move from “try and pray” to reproducible decisions on which prompt to use, by model and by domain.
ainativecompass.substack.com
November 10, 2025 at 4:22 PM
"You are a smart and handsome software engineer"

Prompt engineering is just drag for computers 💅
November 10, 2025 at 2:38 PM
Beyond the Basics: 5 Advanced Prompting Strategies that Turn LLMs into Autonomous Agents (Prompt Engineering for Devs - Part 3) https://cstu.io/d3011b #marketing #india #entrepreneur
Beyond the Basics: 5 Advanced Prompting Strategies that Turn LLMs into Autonomous Agents (Prompt Engineering for Devs - Part 3)
We've covered the basics and moved into intermediate techniques, but now it's time to unlock the real...
cstu.io
November 10, 2025 at 2:02 PM
No sé si el prompt engineering lo cambie mucho, pero en general ChatGPT escribe con toda la emoción de un lavarropas.
November 10, 2025 at 12:43 PM
3 AM, 147 failed attempts with AI, one sarcastic comment sparked a revolution in prompt engineering. Are we evolving from commanders to collaborators?
#AI
open.substack.com/pub/aiquill/...
ChatGPT's 147 Failed Attempts Before One Sarcastic Comment
Struggling with AI emails? Discover Lyra, the meta-prompt that makes ChatGPT ask clarifying questions to deliver human-like results.
open.substack.com
November 10, 2025 at 11:24 AM
The horse, in all its forms, has left the station. David Bowie was accurate when he said the iceberg is cusping. Most of all we must prompt toward creative engineering. The struggle of our skillset is all too human.
November 10, 2025 at 9:42 AM
Modern sofware engineering: Sending the same prompt N:th time, hoping to hit the improved model on A/B testing.
November 10, 2025 at 7:13 AM
i know nothing about prompt engineering
November 10, 2025 at 12:43 AM
I *hate* the term "prompt/context engineering". HATE it.
November 10, 2025 at 12:29 AM
Like that security policy for example, don't feed client data into public AI. That's such a prompt engineering / LLM issue.

What I build doesn't rely on human input at all, because the human is the single point of failure.
November 9, 2025 at 11:53 PM
Je lacht nu, maar dit is allang een ding he? Een groot deel van prompt engineering-boeken bestaat eruit dat je aan de LLM vraagt om je prompt te laten schrijven
November 9, 2025 at 10:09 PM
Chatgpt prompt engineering made simple: Get the results you want faster! www.londondaily.news/chatgpt-prom... #news #london #londonnews
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www.londondaily.news
November 9, 2025 at 9:40 PM
Prompt engineering isn’t about control. It’s about collaboration. Teach AI your logic, then let it surprise you. #AIUX #AIProductDesign #HumanCenteredAI
November 9, 2025 at 7:01 PM
It is possible to see a 'prompt engineering' arms race, where opposing AI firm sides seek to muck up the other sides' outputs by creating confusing prompts aimed at the others sides' output generators, at a scale that actually ends up corrupting the LLM total data source itself.
November 9, 2025 at 5:39 PM
Context engineering VS prompt engineering: what's the difference?

Think of prompt engineering as writing the instruction, and context engineering as building the full environment so the AI can follow it.
November 9, 2025 at 4:33 PM
Scammers have a new way of getting into your pockets: by targeting your #AI assistant. They use prompt engineering, embedding code in emails that trick AI tools into taking malicious actions. Learn how to protect your digital presence. spectrum.ieee.org/ai-agent-phi...
November 9, 2025 at 4:01 PM
(will tag when thread is done)
When I finished reading my first thought was: is the fact that Raine engaged in persistent prompt engineering to get what he wanted out of gpt-4o a sign he would've had the drive to accomplish his death through other means? does it shift the causal/liability story?
November 9, 2025 at 4:00 PM
🧠 Martin Fowler’s LLM Learning Loop shows how prompt engineering becomes a feedback-driven craft — humans and AI iteratively learning from each other through structured experimentation.

📖 martinfowler.com/articles/llm...

#AI #PromptEngineering #LLM
The Learning Loop and LLMs
How continuous learning shapes effective software development with LLMs
martinfowler.com
November 9, 2025 at 11:53 AM
Haiku is excellent for specific tasks, but if you need flexibility or want to avoid prompting quirks, a local LLM might be worth the added complexity. Local models offer more freedom and control over fine-tuning, though Haiku's prompt engineering skills are quite impressive. Ultimately, it depends o
November 9, 2025 at 11:30 AM
Pretty stoked to be taking an GenAI prompt Engineering specialist program
November 9, 2025 at 11:20 AM