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News
From Prompt Engineering to AI Engineering
1+ week, 1+ day ago (1625+ words) These are not prompt engineering questions. They are engineering questions....That is why I think we are seeing a shift from prompt engineering toward AI engineering....I don’t mean that AI engineering is a completely new discipline....platform engineering....That…...
Harness Engineering - Part 5: Context Engineering
4+ week, 1+ day ago (1085+ words) Welcome back to the Harness Engineering series — a 10-part journey from raw language model to production-ready...Some readers know this territory under an older name: prompt engineering....Hence the newer, more accurate term: context engineering....
Product Engineering Alignment
3+ week, 1+ day ago (1182+ words) The difference is not always engineering capacity....This is where product engineering alignment becomes an engineering leadership problem....Product-engineering alignment is primarily a decision-flow problem....→ Engineering builds → Product accepts A requirement can be detailed and still be wrong....: Why…...
Harness Engineering: The Engineering Discipline Behind Reliable AI Agents
1+ week, 4+ day ago (1261+ words) We spent decades engineering software to be predictable. Now we're building systems around......
Prompt Engineering Is Dead. Long Live Harness Engineering.
2+ week, 1+ day ago (1224+ words) That's the story of the last three years of AI engineering, compressed: we keep renaming the layer where...Prompt engineering optimized a single message. Few-shot examples. Chain-of-Thought. ReAct....
Moving from AI-Assisted Engineering to AI-Agentic Software Engineering
3+ week, 6+ day ago (392+ words) However, the industry is now entering the next evolution: AI-Agentic Software Engineering....Instead of AI simply assisting developers, AI agents can now take ownership of entire software engineering...Some key benefits include: Spec Kit is particularly valuable for engineering teams…...
From Prompt Engineering to Context Engineering: The Skill AI Developers Actually Need
1+ week, 1+ day ago (1687+ words) That is the shift from prompt engineering to context engineering....Prompt engineering is not dead. It is just no longer sufficient....
My Journey from Full-Stack Engineering to AI-First FDE
2+ week, 4+ day ago (846+ words) This post is about that journey and how I think about software engineering today....I have worked with technologies like: But working on production applications taught me something important...You need to understand: This changed the way I approached engineering…...
Agentic Harness Engineering
4+ day, 8+ hour ago (258+ words) agents that can: Think of Agentic Harnessing as the key to moving beyond straightforward prompt engineering...Prompt Engineering was the main technique: assigning roles or instructions in a prompt to guide Al output—for...example: The intermediate stage was Context…...
Markdown & Data Engineering
3+ week, 6+ day ago (277+ words) Place it before your quote, walaah Checklists are useful for planning and tracking progress Data Engineering...Real projects need to be understandable, clear documentation is as important and part of the Engineering...With a good README, they can: That's Markdown…...