Empty Is Not Clean: Five Fail-Open Bugs in an AI Agent
A policy said deny anything under /etc. A Bash call read /etc/shadow and came back {allow, rule: 'trust-bash'}. No human in the loop. The deny rule wa
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A policy said deny anything under /etc. A Bash call read /etc/shadow and came back {allow, rule: 'trust-bash'}. No human in the loop. The deny rule wa
A hospital-network client wanted our system to output patient data in actual FHIR format - the standard interoperability format healthcare systems use
Hoi hoi! I’m @nyaomaru, a frontend engineer currently fighting the intense European heatwave by building DIY window screens here in the Netherlands.
An agent finishes a task and produces a 180 MB archive. Returning it inside the task JSON makes the API slow, retries expensive, and browser failure s
Masyu (ましゅ / "pearls") in the browser with a single-loop constraint-propagation solver inside. Three ideas carry it. (1) The unknowns are edges, not
ORMs solve one problem and create three others: magic behavior you didn't ask for, performance you can't tune without fighting the abstraction, and SQ
The Bug Nobody Saw For roughly 10 weeks, a scheduled publishing job produced zero output. No error email. No Slack ping. No dashboard turni
The Architectural Shift: Moving Beyond the SPA Mentality When I first launched my SaaS as a Solo-SaaS founder, the goal was speed. I chose
Why raw LLM payloads wreck your backend pipeline, and the exact Zod validation layer we use at SpaceAI360 to keep production databases clean. Let’s b
Anthropic announced Claude Sonnet 5 on June 30, 2026, positioning it for coding, agents, and professional work. A model release is easiest to adopt wh
Links GitHub: github.com/Resk-Security/resk-llm-ts NPM: npmjs.com/package/resk-llm-ts Web: resk.fr If you serve LLM endpoints in Node.js, you
MCP sounds complicated until you actually use it. Most explanations talk about protocols, standards, and architecture diagrams. What developers reall
Search for an agile project management tool and the results tell you what the category has become: Jira, Asana, monday, ClickUp, Zenhub, Azure DevOps,
The hardest part of starting a SaaS in 2026 isn't writing code - it's choosing the stack. Every layer has five defensible options and a dozen strong o
Today I wrote my first automated tests for my TypeScript learning project. Until now, most of my testing was manual: run the code, check the output,
I run EstimatorSuite.com — we review construction estimating software for US contractors (HVAC, electrical, plumbing, roofing, landscaping). We just
A payment comes in through an instant payment rail. It has to settle in seconds, not minutes, not hours. Somewhere inside that tiny window, a bank or
If you've built a RAG application, you’ve probably hit this wall: Keyword search (Best Match 25 [BM25]) is great at exact matches. Vector search cap
A customer clicks "Pay €49." Your API charges their card, writes the order, and starts sending the response. Somewhere on the way back, the connection
The Architecture Shift: SPA vs. Framework Internationalization (i18n) is one of those features that feels straightforward in a Single Page