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Mentioned Is Not Binding: Which Solicitation Clauses Actually Bind the Contract

Mentioned Is Not Binding: Which Solicitation Clauses Actually Bind the Contract

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3 min read
Step Caps, Timeouts and Retries for LLM Tool Loops in Node.js

Step Caps, Timeouts and Retries for LLM Tool Loops in Node.js

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6 min read
Wiring Page Assist to Ollama and a Cloud Gateway: Setup, Four Workflows, and the Gotchas

Wiring Page Assist to Ollama and a Cloud Gateway: Setup, Four Workflows, and the Gotchas

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5 min read
Your AI Says the Project Is on Track. Which Source Is It Trusting?

Your AI Says the Project Is on Track. Which Source Is It Trusting?

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4 min read
I mapped secfoo's prompt review to the OWASP LLM Top 10

I mapped secfoo's prompt review to the OWASP LLM Top 10

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5 min read
Building a Multi-Agent Load Simulator: 50 Agents, One Collection

Building a Multi-Agent Load Simulator: 50 Agents, One Collection

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7 min read
Fine-Tuning Reduced My LLM Token Usage by 66% — Here's What I Learned

Fine-Tuning Reduced My LLM Token Usage by 66% — Here's What I Learned

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5 min read
The Unplotted Instrument: Who Calibrates the Person Who Signs?

The Unplotted Instrument: Who Calibrates the Person Who Signs?

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6 min read
Private LangGraph RAG on Kubernetes: Running a Local LLM with Full Observability (OpenTelemetry, Prometheus, Grafana)

Private LangGraph RAG on Kubernetes: Running a Local LLM with Full Observability (OpenTelemetry, Prometheus, Grafana)

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10 min read
MCP Server Security Risks: 7 Threats to Model Before You Connect One

MCP Server Security Risks: 7 Threats to Model Before You Connect One

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5 min read
Two ways to stop trusting your AI provider on faith

Two ways to stop trusting your AI provider on faith

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4 min read
How LLMs Work: A Deep Dive From Tokens to Intelligence

How LLMs Work: A Deep Dive From Tokens to Intelligence

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12 min read
Don't let the LLM do the maths: grading writing with AI but scoring in code

Don't let the LLM do the maths: grading writing with AI but scoring in code

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4 min read
Small Apache-2.0 Models Against Gemma 4 E2B on One TPU v5e: Which Ones Keep Up?

Rigorous 14 GiB TPU v5e memory budget constraints

Small Apache-2.0 Models Against Gemma 4 E2B on One TPU v5e: Which Ones Keep Up?

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10 min read
Ollama Multimodal Models: Run Vision AI Locally

Ollama Multimodal Models: Run Vision AI Locally

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3 min read
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