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13 posts
2026
The Token Burning Bubble: Inside the Collapse of Silicon Valley's Most Expensive Metric
6/15/26
TL;DR For about a year, a single number ran Silicon Valley: how many AI tokens you burned. Not what you shipped - what you spent. Engineers …
ai
productivity
metrics
engineering-culture
llm
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Why AI Agents Fail at Cross-Repo Code Design - And How to Fix It
6/7/26
TL;DR AI coding assistants are great at writing code and bad at writing the right code when the answer lives in another repository. Ask an …
ai
agents
code-search
developer-tools
architecture
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Claude Code /goal: Set the Finish Line, Walk Away
5/28/26
TL;DR /goal is the Claude Code command that says “keep going until this condition is true.” You type a measurable end state - …
ai
claude
claude-code
agents
automation
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Launchpad - Feature Delivery as a Four-Step Flow Inside Claude Code
5/19/26
TL;DR Launchpad is a Claude Code plugin that was built to make feature delivery a repeatable, four-step flow instead of a fresh round of …
ai
claude
claude-code
agents
agentic-sdlc
skills
plugin
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Poor Man's Agent - Claude Code Headless, No API Key Required
5/14/26
TL;DR You don’t need an API key, a LiteLLM proxy, or a custom agent framework to script Claude. If you already pay for a Claude Code …
ai
claude
claude-code
agents
automation
skills
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Claude Code on a Token Diet - Trim the Bill, Not the Brain
5/11/26
TL;DR Claude Code’s bill snowballs because every turn replays the entire session as input tokens, and output tokens cost roughly 5× …
claude
claude-code
ai
agents
tokens
efficiency
productivity
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BMad Builder - Build Agents You Can Trust
5/8/26
TL;DR BMad Builder is the generator inside the BMad Method ecosystem. You describe a capability through a guided conversation, it produces …
ai
agents
agentic-ai
agentic-sdlc
bmad
skills
claude
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Nobody Tests Their AI Agent Skills. Here's Why That's a Problem (and How to Fix It)
4/15/26
There are 47,000+ AI agent skills across 6,300+ repositories (according to a SkillsBench study that queries GitHub and others for the …
ai
agents
testing
evaluation
agent-skills
ai-testops
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An Internal Knowledge Hub, Built 100% by AI
3/15/26
The Problem Every engineering team accumulates internal tools, frameworks, guides, and resources over time. But discovering and accessing …
ai
automation
claude-code
github-pages
agentic-ai
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Claude Sauce - Spicey, Yet Nicey
1/13/26
TL;DR We built an internal framework - Claude Sauce - that lets teams package domain knowledge, workflows, and automation into reusable …
ai
claude
agents
marketplace
testing
agentic-ai
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2025
MCP Made Simple (Even for Testing!) Using FastMCP
8/24/25
I’m not going to explain what MCP is - most of you are already onboarded to the hype. Instead I’m going to talk about FastMCP, a …
mcp
fastmcp
python
ai
claude
testing
automation
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Kickstarting AI-Enhanced Automation Infrastructure: A Practical Guide Using Claude Code
7/30/25
Imagine you’re a software developer - or better yet, an automation infrastructure engineer - tasked with building a test framework …
automation
ai
infrastructure
claude
claude-code
testing
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2024
The Open Source Coding Companion: Harnessing OLLaMA 3 With PyCharm and Continue
5/12/24
Introduction In the ever-evolving landscape of artificial intelligence and natural language processing, open-source models have emerged as …
ai
llm
ollama
pycharm
continue
developer-tools
open-source
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