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Helix AI Studio v2.0: 7 AI Providers, Pipeline, and CrewAI in One Self-Hosted App

Helix AI Studio v2.0: 7 AI Providers, Pipeline, and CrewAI in One Self-Hosted App

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4 min read
Stop Rewriting the Same LLM Boilerplate: Batch-Process DataFrames in 3 Lines

Stop Rewriting the Same LLM Boilerplate: Batch-Process DataFrames in 3 Lines

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4 min read
AgentVault: Distributed Persistence for Local AI Agents

AgentVault: Distributed Persistence for Local AI Agents

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3 min read
When Your LLM Proxy Becomes the Attack Vector

When Your LLM Proxy Becomes the Attack Vector

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3 min read
DynamoDB + Lambda en Python: la guĂ­a que hubiera querido encontrar

DynamoDB + Lambda en Python: la guĂ­a que hubiera querido encontrar

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5 min read
JSON Mode Still Fails. Here's the Recovery Ladder

JSON Mode Still Fails. Here's the Recovery Ladder

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6 min read
Tool-Calling Prompts That Don't Blow Up on the Five Edge Cases

Tool-Calling Prompts That Don't Blow Up on the Five Edge Cases

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8 min read
A Cheap Eval Harness for Production LLM Calls in 150 Lines

A Cheap Eval Harness for Production LLM Calls in 150 Lines

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7 min read
The Reranker Setup That Actually Changes Recall@5

The Reranker Setup That Actually Changes Recall@5

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6 min read
PIIGhost: a Python library for PII anonymization in LLM agents

PIIGhost: a Python library for PII anonymization in LLM agents

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10 min read
Tracing Agent Tool Calls So You Can Catch a Stuck Loop

Tracing Agent Tool Calls So You Can Catch a Stuck Loop

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6 min read
Tokenizer-Aware Markdown Chunking That Doesn't Shred Tables

Tokenizer-Aware Markdown Chunking That Doesn't Shred Tables

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7 min read
Saga Compensation for a Payments Flow That Actually Unwinds

Saga Compensation for a Payments Flow That Actually Unwinds

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7 min read
Wire OpenTelemetry Around Your Anthropic Python Calls

Wire OpenTelemetry Around Your Anthropic Python Calls

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6 min read
Hybrid Search in 100 Lines: BM25 + pgvector with RRF Merge

Hybrid Search in 100 Lines: BM25 + pgvector with RRF Merge

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6 min read
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