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Building a Knowledge Graph from Text with LLMs_ Complete Pipeline

Building a Knowledge Graph from Text with LLMs_ Complete Pipeline

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8 min read
Multi-Tenant Design for Bedrock Knowledge Base: Solving the Account Limit with Metadata Filtering

Multi-Tenant Design for Bedrock Knowledge Base: Solving the Account Limit with Metadata Filtering

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3 min read
REFRAG y la dependencia crítica a los pesos del modelo

REFRAG y la dependencia crítica a los pesos del modelo

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4 min read
The LLM Control Stack: From Words to Weights

The LLM Control Stack: From Words to Weights

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4 min read
Why Sentiment Analysis Needs an Upgrade: Welcome Sentimetric

Why Sentiment Analysis Needs an Upgrade: Welcome Sentimetric

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5 min read
The Rise of the Transformer

The Rise of the Transformer

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12 min read
Controllable AI: A Runtime Legitimacy Layer for AI Governance

Controllable AI: A Runtime Legitimacy Layer for AI Governance

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3 min read
The "Async" Stack: How I Built a $500/mo Side Income Without Shift Work

The "Async" Stack: How I Built a $500/mo Side Income Without Shift Work

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3 min read
A Token-Efficient Way to Send Time-Series Data into LLMs

A Token-Efficient Way to Send Time-Series Data into LLMs

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2 min read
Stop Trading Like It's 1999: I Built an Autonomous, Vision-Capable Crypto Bot with Python 3.13 🚀

Stop Trading Like It's 1999: I Built an Autonomous, Vision-Capable Crypto Bot with Python 3.13 🚀

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5 min read
🚀 From Software & DevOps Engineer to Generative AI Engineer — A 4-Month Hands-On Journey 🚀

🚀 From Software & DevOps Engineer to Generative AI Engineer — A 4-Month Hands-On Journey 🚀

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1 min read
Instruction Tuning and Custom Instruction Libraries: Your Model’s Real ‘Operating Manual

Instruction Tuning and Custom Instruction Libraries: Your Model’s Real ‘Operating Manual

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6 min read
Stop Fine-Tuning Everything: Inject Knowledge with Few‑Shot In‑Context Learning

Stop Fine-Tuning Everything: Inject Knowledge with Few‑Shot In‑Context Learning

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16 min read
Stop the LLM From Rambling: Using Penalties to Control Repetition

Stop the LLM From Rambling: Using Penalties to Control Repetition

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5 min read
Stop Fighting with Pandas: Let Prompt Drive Your DataFrames

Stop Fighting with Pandas: Let Prompt Drive Your DataFrames

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12 min read
Stop Parsing Nightmares: Prompting LLMs to Return Clean, Parseable JSON

Stop Parsing Nightmares: Prompting LLMs to Return Clean, Parseable JSON

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9 min read
When Generated Tests Pass but Miss the Bug: A Case of False Confidence from AI Test Generation

When Generated Tests Pass but Miss the Bug: A Case of False Confidence from AI Test Generation

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3 min read
Scaling Autonomy: Architecting Cost-Efficient Agentic AI for the Enterprise

Scaling Autonomy: Architecting Cost-Efficient Agentic AI for the Enterprise

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6 min read
When an AI Suggests DataFrame.append: Missing Pandas Deprecations in Generated Code

When an AI Suggests DataFrame.append: Missing Pandas Deprecations in Generated Code

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3 min read
Prompting for Safety: How to Stop Your LLM From Leaking Sensitive Data

Prompting for Safety: How to Stop Your LLM From Leaking Sensitive Data

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9 min read
When code assistants suggest deprecated Pandas APIs: a subtle, production-breaking failure mode

When code assistants suggest deprecated Pandas APIs: a subtle, production-breaking failure mode

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3 min read
When AI Refactors Break Naming: a case of inconsistent variable renames across files

When AI Refactors Break Naming: a case of inconsistent variable renames across files

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3 min read
GemDesk: Reason across all your data.

GemDesk: Reason across all your data.

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1 min read
When code suggestions push deprecated Pandas APIs: a postmortem

When code suggestions push deprecated Pandas APIs: a postmortem

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3 min read
Prompt Injection Attacks: The Hidden Security Threat in AI Applications

Prompt Injection Attacks: The Hidden Security Threat in AI Applications

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14 min read
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