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# llm

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I kept rewriting the same regex passes against LLM output. So I made a library.

I kept rewriting the same regex passes against LLM output. So I made a library.

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5 min read
Context Engineering for AI Agents: What It Is and Why It Changes Everything

Context Engineering for AI Agents: What It Is and Why It Changes Everything

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7 min read
Monitoring LLM API Calls in Python: Latency, Token Usage, and Cost Tracking With OpenTelemetry

Monitoring LLM API Calls in Python: Latency, Token Usage, and Cost Tracking With OpenTelemetry

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9 min read
Strict-schema LLM outputs: what we learned shipping to a HIPAA environment

Strict-schema LLM outputs: what we learned shipping to a HIPAA environment

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8 min read
22 OSS packages in 24 hours: what each one earned its slot

Hacktoberfest: Open Source Reflections

22 OSS packages in 24 hours: what each one earned its slot

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4 min read
Fine-Tuning Open-Source LLMs on Travel Domain Data: A Practitioner's Guide to LoRA Adapters

Fine-Tuning Open-Source LLMs on Travel Domain Data: A Practitioner's Guide to LoRA Adapters

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7 min read
An Analysis of the Vibe Coding Concept

An Analysis of the Vibe Coding Concept

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2 min read
Prompt regression testing in CI: a 5-minute setup

Prompt regression testing in CI: a 5-minute setup

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3 min read
MachinaCheck: Manufacturing Agents That Actually Ship

MachinaCheck: Manufacturing Agents That Actually Ship

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2 min read
Lost in the Middle: Why LLMs Quietly Ignore the Centre of Their Own Context Window

Lost in the Middle: Why LLMs Quietly Ignore the Centre of Their Own Context Window

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3 min read
I shipped 14 MCP servers this week. Gemma 4 changes which ones matter.

Gemma 4 Challenge: Write about Gemma 4 Submission

I shipped 14 MCP servers this week. Gemma 4 changes which ones matter.

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6 min read
Compass v1.1.0 · we shipped a memory plugin that catches its own consumption drift

Compass v1.1.0 · we shipped a memory plugin that catches its own consumption drift

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5 min read
The 10 Best AI Memory Layers for Agents in 2026

The 10 Best AI Memory Layers for Agents in 2026

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7 min read
LangChain vs LangGraph: Why AI Agents Need Stateful Orchestration

LangChain vs LangGraph: Why AI Agents Need Stateful Orchestration

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4 min read
Your RAG works on Claude. Does it work on Gemma 4? Drift detection across model families.

Your RAG works on Claude. Does it work on Gemma 4? Drift detection across model families.

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6 min read
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