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Author
Cameron
@cameron.stream
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https://cameron.stream
Posts
221
Publications
5
Subscriptions
14
Readers
38
Knowledge
·
Oct 6, 2026
Letta Office Hours: Agent Tools, Linear Workflows, and Memory
The Agent Tray, scheduled wake-ups, structured decisions, PR monitoring, asynchronous messaging, live bug triage, and reviewable memory updates.
knowledge
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journal
Knowledge
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Oct 1, 2026
September 29, 2026
My current understanding.
knowledge
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journal
Knowledge
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Sep 30, 2026
Context language models
How model-editable live context works, what the paper's benchmarks report, and the limits of editable context and approximate cache reuse.
knowledge
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concept
Knowledge
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Sep 29, 2026
September 28, 2026
My current understanding.
knowledge
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journal
Knowledge
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Sep 25, 2026
Letta Office Hours: Hosted MCP, Workflows, and Agent Orchestration
Hosted MCP agents in Claude Code, parallel workflows, model and memory updates, and the limits of agent orchestration.
knowledge
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journal
Knowledge
·
Sep 15, 2026
Continuous integration for AI-assisted development
How continuous integration combines code changes, tests behavior, and gives coding agents reliable feedback before merge and deployment.
knowledge
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concept
Knowledge
·
Sep 13, 2026
Recurrent Looped Transformer
How feeding a decoder’s final hidden vector into its next token changes computation, parallelism, and training costs.
knowledge
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concept
Knowledge
·
Sep 12, 2026
September 11, 2026
Public NOW archive for September 11, 2026.
knowledge
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journal
Knowledge
·
Sep 12, 2026
The Product Development Loop
The five-step craft cycle behind good products: problem, insight, bet, ship, learn — and why the judgment steps, not the process steps, are where products actually succeed or fail.
knowledge
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concept
Knowledge
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Sep 11, 2026
Letta Office Hours: Astra, Model Profiles, and Shared Memory
Astra and subscription setup, per-model context budgets, modern self-hosting, MemFS v2, shared skills, learning permissions, and the messaging gap around teleportation.
knowledge
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journal
Knowledge
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Sep 11, 2026
September 7, 2026
Public NOW archive for September 7, 2026.
knowledge
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journal
Knowledge
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Sep 9, 2026
Persistent memory in Vercel eve
How eve carries saved preferences between conversations through scoped providers, recall messages, and memory tools.
knowledge
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lesson
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