5 entries
Keyword: context-engineeringLink:hanakoxbt
The 'Five Layers' online course by hanakoxbt structures AI agent development into five complementary tiers: prompt, context, harness, loop, and graph engineering. Eschewing heavy external frameworks, it focuses on self-contained templates, configuration files, and predictable workflows to make LLM agents production-ready.
From X post: Evals vs. Loops: Why Post-Hoc Checks Fail to Fix Agent Workflows
Repository:Fission-AI/OpenSpec
OpenSpec is an open-source framework facilitating spec-driven development (SDD) for AI coding assistants. It provides structured planning artefacts—such as proposals, specifications, technical designs, and task checklists—to systematically guide AI-generated codebase changes.
67.4kstarsTypeScript
Article:Anthropic
Anthropic details the shift from prompt engineering to holistic context engineering for autonomous AI agents. Because language models operate within finite attention budgets dictated by transformer architectures, developers must carefully curate tokens and adopt just-in-time retrieval strategies.
From Video: Weekly AI Updates: Local Models, GPT-6 Astra, and Agent Architectures
Link:IndyDevDan
Tactical Agentic Coding (TAC), created by IndyDevDan, is a training framework focused on advancing from basic interactive AI coding to fully autonomous agentic engineering. Rather than remaining 'in the loop' via conversational prompting, software engineers are trained to combine deterministic code with non-deterministic agents like Claude Code to orchestrate self-correcting development pipelines.
From Video: Super Simple Software Factory: Combining Agent Workflows with Deterministic Code
X post:vartekx
In an X post and guide, vartekx examines the shift from prompt engineering to context and loop engineering. Drawing on frameworks by Andrej Karpathy and Boris Cherny as well as an Anthropic engineer demo, the author details how disciplined context management powers persistent, self-healing AI agents.
59bookmarks6.5kviews
5 of 5 shown
Do you have an interesting article, a video, or a tweet that belongs in our knowledge base? Write to us at office@webconsulting.at.
Parts of this content were created with the assistance of AI.
