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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
KitOps Wrap 2025🔥

KitOps Wrap 2025🔥

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3 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
Building Shared Memory with AI

Building Shared Memory with AI

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

Building an AI-Powered Portfolio Assistant with Model Context Protocol

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15 min read
When long chats change the code: context drift and hidden errors

When long chats change the code: context drift and hidden errors

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3 min read
LLM Orchestration Architecture

LLM Orchestration Architecture

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2 min read
I Built an AI Tarot Reading Tool That Goes Deeper Than Just Card Meanings

I Built an AI Tarot Reading Tool That Goes Deeper Than Just Card Meanings

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2 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
Context drift and hidden errors in long AI-assisted coding sessions

Context drift and hidden errors in long AI-assisted coding sessions

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3 min read
Debugging Non-Deterministic LLM Agents: Implementing Checkpoint-Based State Replay with LangGraph Time Travel

Debugging Non-Deterministic LLM Agents: Implementing Checkpoint-Based State Replay with LangGraph Time Travel

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15 min read
I Trained Probes to Catch AI Models Sandbagging

I Trained Probes to Catch AI Models Sandbagging

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6 min read
A Picture Is Worth Ten Thousand Tokens

A Picture Is Worth Ten Thousand Tokens

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6 min read
RAG Doesn’t Make LLMs Smarter, This Architecture Does

RAG Doesn’t Make LLMs Smarter, This Architecture Does

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4 min read
A Practical Guide to LLM Post-Training

A Practical Guide to LLM Post-Training

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4 min read
Using ChatPromptTemplate with create_tool_calling_agent in LangChain (Instead of create_agent)

Using ChatPromptTemplate with create_tool_calling_agent in LangChain (Instead of create_agent)

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2 min read
Opensource No-Code MCP Builder from API Endpoints with Built-in Log Tracer

Opensource No-Code MCP Builder from API Endpoints with Built-in Log Tracer

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1 min read
10 AI terms that will help you look like you're not completely lost

10 AI terms that will help you look like you're not completely lost

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7 min read
How to Build a Text-to-SQL Agent With RAG, LLMs, and SQL Guards

How to Build a Text-to-SQL Agent With RAG, LLMs, and SQL Guards

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7 min read
Converting Text Documents into Enterprise Ready Knowledge Graphs

Converting Text Documents into Enterprise Ready Knowledge Graphs

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5 min read
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