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Why I Chose Regex Over AST Parsing in My SAST Tool (And When That Would Be Wrong)

Why I Chose Regex Over AST Parsing in My SAST Tool (And When That Would Be Wrong)

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6 min read
Build an AI Job Tracker With Gmail + Claude published: Auto-extracts applications, statuses, and interview dates from your inbox.

Build an AI Job Tracker With Gmail + Claude published: Auto-extracts applications, statuses, and interview dates from your inbox.

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4 min read
Sniffing Modbus Traffic with 5 Lines of Python (And Why It Should Scare Your OT Team)

Sniffing Modbus Traffic with 5 Lines of Python (And Why It Should Scare Your OT Team)

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5 min read
LLM Foundry: why the stack around the model matters more than the model itself

LLM Foundry: why the stack around the model matters more than the model itself

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2 min read
LLM Foundry on a tiny model: the stack still does the heavy lifting

LLM Foundry on a tiny model: the stack still does the heavy lifting

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1 min read
KVQuant / BitForge: same model, smarter context, better answer

KVQuant / BitForge: same model, smarter context, better answer

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1 min read
Build Your Own MCP Server: A Repo-Agnostic File Search Tool for AI Assistants

Build Your Own MCP Server: A Repo-Agnostic File Search Tool for AI Assistants

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11 min read
DAGS with Apache Airflow

DAGS with Apache Airflow

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2 min read
Tool-Result Truncation: The Silent Bug That Makes Agents Lie

Tool-Result Truncation: The Silent Bug That Makes Agents Lie

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8 min read
Cost-Capped Agents: A Token Budget That Holds the Line on a Conversation

Cost-Capped Agents: A Token Budget That Holds the Line on a Conversation

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6 min read
Vision Models for OCR: When They Beat Tesseract and When They Don't

Vision Models for OCR: When They Beat Tesseract and When They Don't

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7 min read
Why Your Vector Index Returns Five Copies of the Same Doc

Why Your Vector Index Returns Five Copies of the Same Doc

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7 min read
Embedding Drift Detection: A 50-Line Monitor for Production RAG

Embedding Drift Detection: A 50-Line Monitor for Production RAG

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6 min read
Streaming Tool Calls: Parse Anthropic SSE Without Loading the Whole Message

Streaming Tool Calls: Parse Anthropic SSE Without Loading the Whole Message

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6 min read
I Built a Cross-Session Memory System for AI Agents — No More Re-Training Every Session

I Built a Cross-Session Memory System for AI Agents — No More Re-Training Every Session

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2 min read
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