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Part 8 — Token-by-Token: Why AI Generates Text One Word at a Time (And Why It Costs 4x More)

Part 8 — Token-by-Token: Why AI Generates Text One Word at a Time (And Why It Costs 4x More)

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9 min read
How Large Language Models Work — From Transformers to Conversational AI

How Large Language Models Work — From Transformers to Conversational AI

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4 min read
Three Layers of Tool Call Hardening for AI Agents

Three Layers of Tool Call Hardening for AI Agents

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4 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
Anthropic’s Multi-Agent Blueprint: What Production Constraints Add

Anthropic’s Multi-Agent Blueprint: What Production Constraints Add

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13 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
Prompt Injection in 2026: Still OWASP's Number One LLM Vulnerability

Prompt Injection in 2026: Still OWASP's Number One LLM Vulnerability

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13 min read
An Analysis of the Vibe Coding Concept

An Analysis of the Vibe Coding Concept

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2 min read
The Most Dangerous Bias of Your AI Assistant Is That It Agrees With You

Transcript history as a reward signal

The Most Dangerous Bias of Your AI Assistant Is That It Agrees With You

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6 min read
When I started running models locally, I thought quantization meant squeezing more into RAM. Turns o

When I started running models locally, I thought quantization meant squeezing more into RAM. Turns o

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1 min read
Going Remote, Without Going Reckless: Multi-LLM Orchestration and the New Front Door in llm-cli-gateway 2.9.0

Going Remote, Without Going Reckless: Multi-LLM Orchestration and the New Front Door in llm-cli-gateway 2.9.0

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14 min read
Building Lookspan: local-first observability & replay for LLM apps (v0.4.0)

Building Lookspan: local-first observability & replay for LLM apps (v0.4.0)

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2 min read
Why I Replaced Most of My AI Subscriptions With a Mac Mini Running Local LLMs

Why I Replaced Most of My AI Subscriptions With a Mac Mini Running Local LLMs

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4 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
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