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I Fixed LLM Markdown Errors with Jinja2 and AST Parsing
quarktimes
quarktimes
quarktimes
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Jun 15
I Fixed LLM Markdown Errors with Jinja2 and AST Parsing
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llm
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python
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tutorial
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webdev
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3 min read
We logged every rejected tool call for a month. A third were our validation being wrong, not the model.
James O'Connor
James O'Connor
James O'Connor
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Jun 15
We logged every rejected tool call for a month. A third were our validation being wrong, not the model.
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llm
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python
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devops
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2 min read
LLM Cost Optimization: How We Cut Reply Generation from $0.011 to $0.0009
HelperX
HelperX
HelperX
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Jun 15
LLM Cost Optimization: How We Cut Reply Generation from $0.011 to $0.0009
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ai
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llm
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javascript
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node
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9 min read
The Model Context Protocol (MCP): what it is and how to build a server
Tech_Nuggets
Tech_Nuggets
Tech_Nuggets
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Jun 15
The Model Context Protocol (MCP): what it is and how to build a server
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mcp
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llm
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ai
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opensource
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7 min read
We burned 136 million tokens running an autonomous agent studio. Here's how we cut the bill ~90%.
wartzar-bee
wartzar-bee
wartzar-bee
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Jun 14
We burned 136 million tokens running an autonomous agent studio. Here's how we cut the bill ~90%.
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ai
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agents
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llm
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devops
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4 min read
The most underrated feature in a website AI assistant: saying "I don't know"
Dmytro Klymentiev
Dmytro Klymentiev
Dmytro Klymentiev
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Jun 14
The most underrated feature in a website AI assistant: saying "I don't know"
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ai
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webdev
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llm
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rag
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2 min read
Local MCP Development with Python and Kiro
xbill
xbill
xbill
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AWS Community Builders
Jun 15
Local MCP Development with Python and Kiro
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mcpserver
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kiro
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llm
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kirocli
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8 min read
We Built a Self-Hosted AI Platform That Runs 100% on Your Hardware — Introducing local-ai.run
Rizwan Hameed
Rizwan Hameed
Rizwan Hameed
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Jun 14
We Built a Self-Hosted AI Platform That Runs 100% on Your Hardware — Introducing local-ai.run
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ai
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llm
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selfhosted
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opensource
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5 min read
Beyond the Single Model: Why we Built an LLM Orchestrator with Consensus Engine?
Alexey
Alexey
Alexey
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Jun 15
Beyond the Single Model: Why we Built an LLM Orchestrator with Consensus Engine?
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showdev
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ai
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architecture
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llm
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1 min read
Show HN: I replaced database deadlock victim selection with an LLM — here's the data
maisonw
maisonw
maisonw
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Jun 14
Show HN: I replaced database deadlock victim selection with an LLM — here's the data
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ai
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database
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llm
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4 min read
Kronos Financial LLM, Local AI Health Checks & Code-RAG Benchmarking Insights
soy
soy
soy
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Jun 14
Kronos Financial LLM, Local AI Health Checks & Code-RAG Benchmarking Insights
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ai
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llm
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selfhosted
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3 min read
Gates Earned From Failure: a cost test for agent guardrails
Vasyl Tretiakov
Vasyl Tretiakov
Vasyl Tretiakov
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Jun 14
Gates Earned From Failure: a cost test for agent guardrails
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ai
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llm
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programming
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architecture
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16 min read
Why most AI apps fail in production (not in demos)
Babar Ali
Babar Ali
Babar Ali
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Jun 15
Why most AI apps fail in production (not in demos)
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ai
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llm
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performance
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softwareengineering
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1 min read
Going Remote, Without Going Reckless: Multi-LLM Orchestration and the New Front Door in llm-cli-gateway 2.9.0
Werner Kasselman
Werner Kasselman
Werner Kasselman
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Jun 14
Going Remote, Without Going Reckless: Multi-LLM Orchestration and the New Front Door in llm-cli-gateway 2.9.0
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ai
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llm
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cli
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opensource
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14 min read
The --schema-only flag that makes enterprise customers comfortable with AI
Sola Samuel
Sola Samuel
Sola Samuel
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Jun 14
The --schema-only flag that makes enterprise customers comfortable with AI
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ai
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llm
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typescript
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database
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4 min read
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