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# openwalrus

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Plans vs tasks: how AI agents think before they act
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Plans vs tasks: how AI agents think before they act

#ai #research #opensource #openwalrus
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9 min read
Hermes memory: five layers, one learning loop
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Hermes memory: five layers, one learning loop

#ai #research #opensource #openwalrus
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9 min read
How AI agents remember: a survey of persistent memory
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How AI agents remember: a survey of persistent memory

#ai #research #opensource #openwalrus
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10 min read
Async compaction: the race conditions nobody talks about
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Async compaction: the race conditions nobody talks about

#ai #research #opensource #openwalrus
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8 min read
What should an agent capability bench test?
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What should an agent capability bench test?

#ai #research #opensource #openwalrus
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13 min read
Tool permissions and the bash bypass problem
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Tool permissions and the bash bypass problem

#ai #research #opensource #openwalrus
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11 min read
How AI frameworks control model thinking
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How AI frameworks control model thinking

#ai #research #opensource #openwalrus
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10 min read
Less code, more skills
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Less code, more skills

#ai #architecture #opensource #openwalrus
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5 min read
Sandboxing AI agents: beyond Docker and WASM
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Sandboxing AI agents: beyond Docker and WASM

#ai #research #opensource #openwalrus
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16 min read
Built-in tools: what your agent can reach
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Built-in tools: what your agent can reach

#ai #research #opensource #openwalrus
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12 min read
Graph + vector: how OpenWalrus agents remember
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Graph + vector: how OpenWalrus agents remember

#ai #architecture #opensource #openwalrus
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10 min read
Hermes Agent: what Nous Research built
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Hermes Agent: what Nous Research built

#ai #research #opensource #openwalrus
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9 min read
SOUL.md: brilliant idea, brittle implementation
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SOUL.md: brilliant idea, brittle implementation

#ai #research #opensource #openwalrus
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8 min read
Mem0: what three memory scopes actually cost
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Mem0: what three memory scopes actually cost

#ai #research #opensource #openwalrus
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7 min read
Why we built OpenWalrus
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Why we built OpenWalrus

#ai #architecture #opensource #openwalrus
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3 min read
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