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It's tempting to treat loop engineering as something invented in a single week in June, but the mechanics behind it are closer to five years old, and knowing the lineage is what se...
Enterprise Document Intelligence [Vol.1 #13bis] - The four bricks return useful results most of the time. Loop engineering is what the system does the rest of the time: when retrie...
Prompt Engineering focuses on shaping a model call, while Loop Engineering focuses on what happens after that call: how an agent observes the result, updates its state, chooses the...
A few months back, I wrote about Loop Engineering: The Layer After Prompt, Context, and Harness Engineering, arguing that once your prompts are tuned, your context is assembled, an...
MANY SYSTEMS HAVE a loop mechanism inherent in them, often referred to as Feedback. This comes in two types, Negative and Positive. writes Ralph Freeman.
Enterprise Document Intelligence [Vol.1 #6quinquies] - Prompt engineering, then context engineering, then loop engineering. On the question side, the loop is small by design: read...
We keep talking about “agent loops.” Observe → Think → Act → Reflect → Repeat. The language is everywhere: papers, product demos, architecture diagrams. Clean, circular and eas...
Enterprise Document Intelligence [Vol.1 #13] - Putting the patterns together, and why this is what “agentic RAG” should look like The post RAG Workflow and Loop Engineering: The Di...
Everyone is talking about loop engineering, but most discussions assume an LLM sits at the center of the loop. I wanted to isolate the architecture itself. So I built a determinist...
When we interact with Claude Code, we typically go through repeated cycles when completing a task, also known as loops. The cycles can be…Continue reading on UX Planet »
Enterprise Document Intelligence [Vol.1 #11] - When the first answer points elsewhere in the document, the pipeline loops back to fetch the linked context The post Loop Engineering...
AI 코딩 에이전트에 루프를 씌우는 것은 단발 프롬프트가 한계에 부딪히면 누구나 떠올리는 다음 수다. 돌리고, 채점하고, 점수가 낮으면 다시 돌린다. 그런데 바로 두 개의 벽에 부딪힌다....
Enterprise Document Intelligence [Vol.1 #8bis] - Two regimes for sending retrieved candidates to the generation brick, the sufficiency signal that picks between them, and the per-q...
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