Tag: #context-engineering
Writing on GPUs, LLMs, MLOps, Kubernetes — and mindset · 7 posts
The Context Budget — Design Is What You Leave Out, Not What You Put In
The context window still has room, yet agent accuracy is dropping. Context is a finite attention budget, and tool schemas spend it too. Part 2 of the harness engineering series covers turning prompt accumulation into a p
2026-08-12 · 6 min read #llm#agent#harness-engineering#하네스엔지니어링#AI에이전트A Harness Is Not Configuration but a Deployable — The Real Bottleneck of the Self-Improvement Loop
The harness engineering post Lilian Weng published in July 2026 gives a name to the whole system wrapped around a model and treats it as a single engineering object. Rather than restating that definition, this post cover
2026-08-09 · 7 min read #llm#agent#harness-engineering#context-engineering#evaluationDid Context Engineering Replace Prompt Engineering — What's Measured and What Isn't
"Prompt engineering is dead" appears in none of the primary sources that coined the term. Karpathy listed few-shot examples and task descriptions as components of context engineering, and Anthropic called it "a natural p
2026-07-17 · 20 min read #llm#context-engineering#prompt-engineering#long-context#ai-agentContext Engineering — How to Design Memory for AI Agents
The era of prompt engineering is fading, and context engineering has emerged as the core skill. This post covers the economics of the context window, memory tier design, patterns for automatically extracting facts from c
2026-06-12 · 17 min read #ai#context-engineering#llm#ai-agent#memoryAnatomy of an AI Harness — The Scaffolding That Turns a Model Into an Agent (Loop, Tools, Context, and Building Your Own)
The model is the engine; the harness is the car. Put a different car around the same engine and the driving experience changes completely. In 2026, the real center of gravity in AI engineering isn't the model — it's the
2026-05-14 · 16 min read #ai-harness#ai-agent#llm#agent-loop#tool-executionAI-Era Developer Survival Strategy 2025 — Complete Guide: Copilot vs Cursor vs Claude Code vs Devin vs Codex, Prompt to Context Engineering, Senior/Junior Role Shifts, Team AI Adoption Roadmap, Portfolio, Korean Developers' Global Competitiveness — Season 5 Finale
The grand finale of Season 5. A survival strategy for developers living through the AI era of 2025. A deep comparison of GitHub Copilot, Cursor, Claude Code, Devin, and Codex; the shift from Prompt to Context Engineering
2026-04-15 · 15 min read #ai-developer#copilot#cursor#claude-code#devin2025 AI Job Roles Complete Map: Every AI Position from Frontier Labs to Enterprise SI
Complete anatomy of the 2025 AI job ecosystem. OpenAI/Anthropic/DeepMind hiring trends, FDE demand up 800%, AI Safety Engineer salaries up 45%, Context Engineer emerges — 15 AI roles with skills, salaries, and career roa
2026-03-23 · 43 min read #ai-careers#job-market#fde#mlops#ai-safety