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⚡ AI Lessons
Dev.to · Bryan Clark
🧠 Large Language Models
⚡ AI Lesson
1w ago
Bench your own workload before you switch LLM vendors
TL;DR: Before migrating our voice boat-agent off Claude Sonnet, we ran the new GPT-5.6 tiers through...
Dev.to · Bryan Clark
🤖 AI Agents & Automation
⚡ AI Lesson
2w ago
MCP server or a curl recipe in AGENTS.md? Measure the breakeven
The current consensus is that MCP is a token tax and you should just tell the agent to curl the API...
Dev.to · Bryan Clark
📣 Digital Marketing & Growth
⚡ AI Lesson
2w ago
A persistent-queue HTTP reporter for distress traffic over flaky internet
TL;DR — Don't fetch()-and-forget safety-relevant reports over marine internet. signalk-distress-core...
Dev.to · Bryan Clark
🔧 Backend Engineering
⚡ AI Lesson
1mo ago
Two tidal libraries disagreed: diff their internals, not their outputs
Two tide libraries gave different answers and bisecting by ablation found nothing, because the...
Dev.to · Bryan Clark
📰 AI News & Updates
⚡ AI Lesson
1mo ago
When MCP tools break, isolate the server before blaming the agent
You add a new MCP server, or a new tool to an existing one. You ask the agent to use it and it says...
Dev.to · Bryan Clark
🧠 Large Language Models
⚡ AI Lesson
1mo ago
How LLM agents confabulate infrastructure and data provenance
Give an agent a tool that returns a number and ask it a question, and it will often answer with the...
Dev.to · Bryan Clark
🤖 AI Agents & Automation
⚡ AI Lesson
1mo ago
An MCP 404 trips the circuit breaker and drops valid reads
An agent intermittently "loses" a tool. It reads a sensor fine ten times, then flatly claims the...
Dev.to · Bryan Clark
📣 Digital Marketing & Growth
⚡ AI Lesson
1mo ago
SEO and GEO on TanStack Start: prerender to static
We moved the Sailing Naturali apex site off Squarespace and onto a code-owned TanStack Start app on...
DeepCamp AI