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The real problems I faced after deploying agentic AI to production

The real problems I faced after deploying agentic AI to production

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2 min read
Demystifying ReAct: Why Reasoning and Acting is the Standard for LLM Agents

Demystifying ReAct: Why Reasoning and Acting is the Standard for LLM Agents

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6 min read
Anthropic: From Pandemic-Era Safety Concerns to a $350B AI Company

Anthropic: From Pandemic-Era Safety Concerns to a $350B AI Company

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5 min read
Your Boring Stack Isn't Boring Enough

Your Boring Stack Isn't Boring Enough

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5 min read
Loaders, Splitters & Embeddings — How Bad Chunking Breaks Even Perfect RAG Systems

Loaders, Splitters & Embeddings — How Bad Chunking Breaks Even Perfect RAG Systems

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3 min read
Amazon Bedrock: The AI Foundation That’s Powering NatWest Bank’s Digital Transformation

Amazon Bedrock: The AI Foundation That’s Powering NatWest Bank’s Digital Transformation

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5 min read
Ejecuta Qwen3 + Ollama + Open WebUI en Docker: Tu propio AI Chat local 🧠

Ejecuta Qwen3 + Ollama + Open WebUI en Docker: Tu propio AI Chat local 🧠

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2 min read
50+ Essential Tools for Building Production RAG Systems

50+ Essential Tools for Building Production RAG Systems

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3 min read
Memory Palace Part 2: Agentic RAG, Chrome Extension, and Making AI Actually Understand You 🧠✨

Memory Palace Part 2: Agentic RAG, Chrome Extension, and Making AI Actually Understand You 🧠✨

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7 min read
How LLMs Actually “See” Context (Tokens, Chunks, Windows)

How LLMs Actually “See” Context (Tokens, Chunks, Windows)

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3 min read
Building a Secure E-Commerce Chat Agent with Stored Procedures

Building a Secure E-Commerce Chat Agent with Stored Procedures

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

Why Sentiment Analysis Needs an Upgrade: Welcome Sentimetric

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5 min read
When models suggest deprecated Pandas APIs: a small mistake that cascades

When models suggest deprecated Pandas APIs: a small mistake that cascades

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3 min read
Model Context Protocol (MCP)

Model Context Protocol (MCP)

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1 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 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
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 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
A New LLM Gateway Focused on Production Performance (And How It Compares)

A New LLM Gateway Focused on Production Performance (And How It Compares)

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5 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
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