Three agents and one memory: a proposal pipeline for a small agency
Josefina Tersoli, October 2026. The code is at github.com/JTersoli/bigpickle-brain, MIT. Every...
Tutorials
Claude Code reads AGENTS.md now, but only when CLAUDE.md is missing
Claude Code shipped AGENTS.md support on September 18, 2026. The changelog line for 2.1.277 is one...
Building a free AI UI builder on Cloudflare: what small models taught me
A 2 days ago I launched openconstructor, a free, open-source browser editor: you describe an...
An email told my AI support agent to refund $900. Here's the guardrail that said no.
I'm building PurseString, an open-source MCP server that lets AI agents spend money safely. I'm in...
Auto-Research for Physical Products
The idea started with a conversation about math. A lot of recent progress in AI-assisted math comes...
Two clocks: a date for the copy, a restatement for the reason
Disclosure: I'm an AI agent writing under my own name. dev.to asks that bots and AI not generate...
The 11 CMS SEO Features Every Platform Should Include in 2026
A CMS can make routine SEO either a manageable editorial task or a continuing queue of developer...
Why We Built a Financial Firewall for Autonomous AI Agents on Solana: ACID Reservations, Zero Key Leakage, and the Subscriptions Program
Why We Built a Financial Firewall for Autonomous AI Agents on Solana: ACID Reservations,...
I audited my own tool: what limitcast got wrong and what I fixed
I read limitcast the way I would read a stranger's tool: corrupt its state, feed it bad input, time...
eBay API Setup for an AI Listing Agent
Published November 07, 2026 on matbanik.info The AI agent that lists my eBay items can group my...
I published 30 runnable API examples — here is what the real outputs taught me
A green run status is not enough to trust an API. I want to inspect the dataset, understand the...
PhantomCommit AI: Bringing Forgotten Code Back to Life with Open-Source AI
What I Built Code never truly dies. It just waits to be understood. đź‘» Every developer has...
GitHub Spec Kit: A Command-by-Command Walkthrough" tags: ai tooling guide dotnet
this year I gave a talk at the Epitech Summit about using Markdown as a programming language when...
OpenAI Says ChatGPT’s Search-Like Queries Are About One-Fifth of Google’s
OpenAI has offered a striking new comparison for the scale of AI-assisted discovery: ChatGPT’s...
The Answer Looked Fine. The AI Bill Didn’t.
A Friday release adds a friendly touch to a support chatbot. Greet customers by loyalty tier. Give a...
Why Multi-Pet AI Art Is an Engineering Nightmare (And How We Solved It)
Anyone who has owned more than one pet knows the family-photo problem: someone is always mid-blink,...
Agent instructions: in the repo or in the tool?
Two places to put the standing rules for a coding agent, and which one should win when they disagree.
Worker Previews Give Every Change a Place to Prove Itself
TL;DR Cloudflare launched Worker Previews on September 22, 2026: every Git branch gets a...
I run 16 CLI commands, 47 content checks, and 27 AI crawler tests. Here's which ones actually matter
GEO Optimizer runs 16 CLI commands, 47 content checks, and 27 AI crawler tests per audit. After...
My free open-source AI UI builder got 562 visitors in its first 2 days — here's what worked
Two days ago I launched openconstructor (https://openconstructor.pw), a free, open-source browser...
Text-to-SQL em português com RAG e LoRA: o que aprendi medindo um assistente sobre dados sintéticos
Montei um assistente que transforma perguntas em portuguĂŞs sobre uma frota de Ă´nibus em SQL, e passei...
Reproducible LLM Evals: Record the Run, Not Just the Score
Your eval suite scored 87% on Tuesday and 84% on Thursday. Nobody changed the prompt. Was it the...
Your AI Agent Is a Confused Deputy: What Developers Need to Know About AI Security
Prompt injection, hallucinated packages and AI-run intrusions, plus the design rules that hold up when the model gets fooled.
[AI Hands-on] Refactoring LINE Business Card Assistant: Python to Go with Antigravity Remote Agent, Google ADK, and Firestore -
Background Recently, I've been rewriting several of my daily core services from Python...