Why Your AI Agent Drowns in 50,000 Tokens of Tool Definitions
Why Your AI Agent Drowns in 50,000 Tokens of Tool Definitions Every time you connect an MCP server to your AI agent, you're adding thousands of tokens…
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Why Your AI Agent Drowns in 50,000 Tokens of Tool Definitions Every time you connect an MCP server to your AI agent, you're adding thousands of tokens…
Disclosure: I build Schemity , a desktop ERD tool - this post is from our blog and uses it for the examples. TL;DR: Lucidchart draws entity relationsh…
AI agents can write code, run tests, inspect dependencies, and open pull requests. But when they encounter a vulnerable package, their security reason…
I have spent the past month reading skill libraries, and I kept feeling like I was comparing things that would not line up. One guide would compress s…
In a paid audit, a false positive is not just noise — it's a credibility killer. Hand a founder a "CRITICAL: unprotected fund sweep" that turns out to…
Scaling content output with AI is genuinely possible, but the breakdowns happen in the publishing layer — not the writing one. The gap between a gener…
Java has a problem. It is not the language itself. Java is powerful, performant, and widely used. The problem is everything around it. Installing the …
How you split your code into repositories seems like a plumbing decision, but it quietly shapes how your team collaborates, ships, and reasons about t…
The best bug in a tooling repo is the one where you discover someone already solved your problem. The worst version is realizing nobody remembered. Wh…
A lot of small media tasks still feel heavier than they should. Resize an image. Compress a PDF. Extract text from a scanned document. Blur a license …
I recently built JohnShine Tools, a collection of free online utilities designed to handle common image, PDF, text, network, and security tasks direct…
Codex Record & Replay is interesting because it starts from a very human habit: when something is hard to describe, show it once. Instead of writi…
There's a moment every Claude Code user eventually hits. You've gotten comfortable with the basics, you've written a few solid prompts, maybe you've e…
Introduction Most projects start with a single repository. Imagine you're building an e-commerce platform: a Next.js storefront for customers, a React…
We did what most engineering teams do. Bought an OpenAI API key. Shared it on Slack. Told everyone to start using AI in their workflow. It felt like t…
In iOS development, compilation is rarely discussed. Most of the time, after writing code, you click Run, and the IDE handles the rest. But if you bre…
According to the PLG AI 2026 SaaS Benchmarks report , the top 10% of B2B SaaS companies grow annual recurring revenue (ARR) at least 2.5× faster than …
The Chrome extension landscape has shifted significantly. Here's what's working. Chrome Extension Development Setup: The 2026 Starter Guide | Extensio…
AI is transforming the way we develop software. In the past, creating specific software required an entire team and months of work; AI has accelerated…
Writing test cases has always been the part of QA work that eats the most time without producing the most value. Translating a requirements document i…
Originally published on danholloran.me The original Grimicorn was an exercise in restraint: muted pastels on a blue-gray base, tuned so nothing on scr…
I Built a Browser-Only JSON Schema Validator — Draft-07, $ref, allOf/anyOf/oneOf, if/then/else, 173 Tests JSON Schema validation usually means pulling…
I saw the "I built 184 free browser tools" post on HN last week — 88 points, solid discussion. A lot of comments were asking the same questions: "How …
A common story in the mechanical keyboard community goes like this: someone starts suffering from repetitive strain injury (RSI) or general hand pain …
In the last four months, I managed to ship nine iOS apps . That’s a pace that would have been impossible for me before AI—completing even a single app…
apte is an async-first test framework for Python where your unit tests and your LLM evals run in the same engine, with the same fixtures. The whole de…
AI tools promised to make developers write cleaner code faster. The data tells a different story: developers are refactoring 60% less than before AI c…
Originally published on danholloran.me For the last year, most of my personal automation has lived on my MacBook Air. Blog cross-posting, content inge…
A working prompt library is the main event, not an appendix. The industry still treats prompts as some half-baked spitball left in a README, or, worse…
If you make a living by troubleshooting or diagnosing Linux systems whether in large production environments, or in small business with desktop comput…