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I built a file-based 'brain' so my AI assistant stops forgetting everything
Antonio Bergoños
Antonio Bergoños
Antonio Bergoños
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Aug 20
I built a file-based 'brain' so my AI assistant stops forgetting everything
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ai
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mcp
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llm
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opensource
3
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1
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4 min read
OzBrain's Shared Memory Architecture: How Multi-Agent Teams Avoid Re-Explaining Context Across Sessions
mech.app
mech.app
mech.app
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Aug 24
OzBrain's Shared Memory Architecture: How Multi-Agent Teams Avoid Re-Explaining Context Across Sessions
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agents
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ai
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llm
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mcp
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5 min read
Hyperia 0.17.5 is Released
Kord Campbell (kordless)
Kord Campbell (kordless)
Kord Campbell (kordless)
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Aug 19
Hyperia 0.17.5 is Released
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ai
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programming
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opensource
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llm
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1 min read
Your AI Isn't Drifting. It's Locking Itself In.
Cophy Origin
Cophy Origin
Cophy Origin
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Sep 11
Your AI Isn't Drifting. It's Locking Itself In.
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ai
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memory
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personalization
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llm
3
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3
 comments
3 min read
acc vs acc_norm: Why Length Bias Skews LLM Eval Scores
jidonglab
jidonglab
jidonglab
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Aug 20
acc vs acc_norm: Why Length Bias Skews LLM Eval Scores
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ai
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llm
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machinelearning
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7 min read
Yorishiro: macOS Terminal Hosting AI Agents
Felipe L
Felipe L
Felipe L
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Aug 19
Yorishiro: macOS Terminal Hosting AI Agents
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agents
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llm
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claude
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2 min read
Elevated Errors on Claude Opus 5 Impacting Automation Workflows
Felipe L
Felipe L
Felipe L
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Aug 19
Elevated Errors on Claude Opus 5 Impacting Automation Workflows
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claude
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llm
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automation
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n8n
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2 min read
A Practical Workflow for Delegating Software Tasks to AI Agents
Almast
Almast
Almast
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Aug 19
A Practical Workflow for Delegating Software Tasks to AI Agents
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ai
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productivity
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programming
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llm
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2 min read
From Demo to Production: The Guardrails That Make an AI Agent Safe to Ship
sunny 1024k
sunny 1024k
sunny 1024k
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Aug 23
From Demo to Production: The Guardrails That Make an AI Agent Safe to Ship
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aiagents
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llm
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rag
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microsoft
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4 min read
Does AI-generated code silently swallow errors? 120 measured generations: every flagged case was a false positive or a documented fallback
Sumitsuke
Sumitsuke
Sumitsuke
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Sep 15
Does AI-generated code silently swallow errors? 120 measured generations: every flagged case was a false positive or a documented fallback
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ai
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llm
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staticanalysis
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python
9
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41
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21 min read
The cheapest LLM call is the one you don't make: a caching layer that actually pays off
YaFei
YaFei
YaFei
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Aug 19
The cheapest LLM call is the one you don't make: a caching layer that actually pays off
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llm
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ai
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costoptimization
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tutorial
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3 min read
LLMs on Consumer Hardware — Part 4: The Coordinator Search — Role-Casting and the Memory Wall
Sven Welack
Sven Welack
Sven Welack
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Aug 19
LLMs on Consumer Hardware — Part 4: The Coordinator Search — Role-Casting and the Memory Wall
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localllama
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ai
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llm
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agents
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4 min read
Your Agent Has Tools Now: Why MCP Tool Calls Need Runtime Verification
correctover
correctover
correctover
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Sep 2
Your Agent Has Tools Now: Why MCP Tool Calls Need Runtime Verification
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mcp
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aiagents
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security
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llm
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6 min read
My AI quality gate scored 40 images. Humor: 7, forty times.
Christo
Christo
Christo
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Aug 19
My AI quality gate scored 40 images. Humor: 7, forty times.
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ollama
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ai
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llm
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machinelearning
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5 min read
Crucible AI Vulnerability Audit: My Agent Saw What Theirs Missed
Umair Bilal
Umair Bilal
Umair Bilal
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Aug 19
Crucible AI Vulnerability Audit: My Agent Saw What Theirs Missed
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aiagents
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security
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vulnerabilitytesting
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llm
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8 min read
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