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# llm

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Share My LLM Prompts and Tips That Make Work and Learning Super Efficient
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Share My LLM Prompts and Tips That Make Work and Learning Super Efficient

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12 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
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
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
KitOps Wrap 2025🔥
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KitOps Wrap 2025🔥

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3 min read
I Analyzed 60+ LLM Models and Found Companies Overpay by 50-90%. Here's Why.
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I Analyzed 60+ LLM Models and Found Companies Overpay by 50-90%. Here's Why.

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6 min read
Tokens, Context Windows, and Why They Matter: The Complete Guide
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Tokens, Context Windows, and Why They Matter: The Complete Guide

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20 min read
Building an AI-Powered Portfolio Assistant with Model Context Protocol
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Building an AI-Powered Portfolio Assistant with Model Context Protocol

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15 min read
Beyond Function Calling: Introducing Advanced Tool Orchestration on the Claude Developer Platform
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Beyond Function Calling: Introducing Advanced Tool Orchestration on the Claude Developer Platform

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5 min read
The Transformer Architecture: A Deep Dive into How LLMs Actually Work
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The Transformer Architecture: A Deep Dive into How LLMs Actually Work

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

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14 min read
When Codegen Suggests Deprecated Pandas APIs — a Cautionary Tale

When Codegen Suggests Deprecated Pandas APIs — a Cautionary Tale

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3 min read
When an LLM Renames Things: Inconsistent Variable Naming During Multi-file Refactors

When an LLM Renames Things: Inconsistent Variable Naming During Multi-file Refactors

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3 min read
Buyer’s guide to LLM observability tools

Buyer’s guide to LLM observability tools

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6 min read
PHIA: The Agentic LLM That Writes Code, Analyzes Your Data & Explains Health Insights

PHIA: The Agentic LLM That Writes Code, Analyzes Your Data & Explains Health Insights

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8 min read
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