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Walker MillerAug 21, 2026 • 6 min read
The transcript is a log, not an index: retrieval for long-running agents
Eviction and summarization keep a long-running agent's window small, but the summaries themselves st...
#cost#tokens#contextengineering#longhorizon
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Antonio Zhu4d ago • 6 min read
OpenCode Needs Memory, Not Another Background Pipeline
I kept explaining the same project facts to new OpenCode sessions. Not the durable rules that...
#aicoding#opencode#agentworkflow#contextengineering
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Anthony KOZAKAug 24, 2026 • 12 min read
Context Engineering for Unity: How to Make AI Useful on Real Projects
Structure Unity context, tasks, tests, and reviews so AI coding tools produce changes you can safely...
#unity#aicoding#contextengineering#codereview
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Max QuimbyAug 22, 2026 • 10 min read
The Ramble Session: Context Engineering for Your Agent
Karpathy's voice-ramble technique for LLMs is a context engineering primitive. Here's when it works,...
#contextengineering#aiagents#codingagents#claudecode
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Jangwook KimAug 21, 2026 • 9 min read
Showing an Agent Its Token Budget Made It Worse, Not Cheaper
A 20-episode lab test: giving an AI agent a live view of its own token budget raised cost 29-72% and...
#aiagents#contextengineering#tokencost#llmevaluation
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shimo4228Aug 21, 2026 • 11 min read
Two Drafts Passed Every Eval and Both Were Hollow. Attach the Raw Transcript to the Ledger You Hand Your AI
I handed an AI a 305-line evidence ledger and got two drafts that cleared theme eval, mechanical che...
#claudecode#ai#contextengineering#agents
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WonderLab5d ago • 6 min read
Code Agent Anatomy (12): Harness Design Part 2 — Context Engineering
The Loose End from Last Time The previous post (Part 11) dissected the control flow: a...
#agents#harnessengineering#contextengineering#llm
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WonderLabAug 24, 2026 • 5 min read
Code Agent Dissection (09): When the Conversation Gets Too Long, What Happens When Tokens Run Out?
Where the Problem Comes From When a coding agent runs, every ReAct step appends messages...
#agents#contextengineering#llm#tokenbudget
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