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Fix LLM formatting in the tool layer, not the prompt
Bryan Clark
Bryan Clark
Bryan Clark
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Jun 23
Fix LLM formatting in the tool layer, not the prompt
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ai
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mcp
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voiceassistant
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llm
1
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1
 comment
8 min read
Designing a Self-Prompting Agent Harness with Per-Task Prompt, Tool, and Strategy Synthesis
Pramoda Sahu
Pramoda Sahu
Pramoda Sahu
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Jun 19
Designing a Self-Prompting Agent Harness with Per-Task Prompt, Tool, and Strategy Synthesis
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showdev
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agents
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ai
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llm
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17 min read
Your RAG Retrieved the Right Documents but Still Gave the Wrong Answer
mofuteq
mofuteq
mofuteq
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Jun 19
Your RAG Retrieved the Right Documents but Still Gave the Wrong Answer
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rag
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llm
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ai
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machinelearning
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2 min read
How to Stop AI Agent Cost Blowups Before They Happen
Roman V
Roman V
Roman V
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Jul 12
How to Stop AI Agent Cost Blowups Before They Happen
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ai
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python
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llm
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agents
1
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2
 comments
5 min read
Your LLM reads the whole file. It doesn't have to.
oubakiou
oubakiou
oubakiou
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Jun 19
Your LLM reads the whole file. It doesn't have to.
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ai
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llm
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markdown
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opensource
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4 min read
Unit Test AI Guide — Zero Hallucination, Cross-Stack Standard
Bhaumik
Bhaumik
Bhaumik
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Jun 19
Unit Test AI Guide — Zero Hallucination, Cross-Stack Standard
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ai
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javascript
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llm
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testing
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11 min read
Perplexity held flat after INT4. Task accuracy dropped 7 points.
Marcus Chen
Marcus Chen
Marcus Chen
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Jun 19
Perplexity held flat after INT4. Task accuracy dropped 7 points.
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machinelearning
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llm
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mlops
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pytorch
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4 min read
Multi-Model System Design: When One Model Isn't Enough
Rost
Rost
Rost
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Jun 19
Multi-Model System Design: When One Model Isn't Enough
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llm
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ai
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systemdesign
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llmarchitecture
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4 min read
Model Routing: Stop Using One Model for Everything
Rost
Rost
Rost
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Jun 19
Model Routing: Stop Using One Model for Everything
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llm
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ai
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localinference
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modelrouting
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5 min read
Cost Optimization for LLM Systems: Where the Money Actually Goes
Rost
Rost
Rost
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Jun 19
Cost Optimization for LLM Systems: Where the Money Actually Goes
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llm
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ai
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costoptimization
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localinference
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5 min read
There's no pull request to review for an autonomous agent. So what do you review?
Brenn Hill
Brenn Hill
Brenn Hill
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Jun 23
There's no pull request to review for an autonomous agent. So what do you review?
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security
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ai
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devops
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llm
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1
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4 min read
north-mini-code-1.0:mlx-mxfp8 — a tiny coding model that actually made me stop and pay attention
QuantaMind
QuantaMind
QuantaMind
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Jun 23
north-mini-code-1.0:mlx-mxfp8 — a tiny coding model that actually made me stop and pay attention
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ai
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coding
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llm
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applesilicon
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 reactions
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1
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2 min read
Fault-injecting our LLM provider to trust Bifrost fallbacks
claire nguyen
claire nguyen
claire nguyen
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Jun 19
Fault-injecting our LLM provider to trust Bifrost fallbacks
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sre
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devops
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llm
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infrastructure
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1
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4 min read
How AIClaw Compresses Long Agent Conversations Without Losing the Important Parts
chowyu
chowyu
chowyu
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Jun 19
How AIClaw Compresses Long Agent Conversations Without Losing the Important Parts
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ai
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opensource
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agents
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llm
2
 reactions
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1
 comment
5 min read
Your Agent Doesn't Run Out of Context. It Degrades at 79%
Alex Spinov
Alex Spinov
Alex Spinov
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Jun 19
Your Agent Doesn't Run Out of Context. It Degrades at 79%
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ai
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llm
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agents
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python
1
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1
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8 min read
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