Curated signals for developers. Updated hourly.
Closing Angular's aesthetic gap: building AxisUI, a signals-first component library If you've built an Angular product in the last two years, you've felt this. The libraries that redefined what "modern component design" looks like - shadcn/ui, Radix,
The single principle that makes this plugin worth installing A clean principle beats a clever feature every time. Empire LLM for Codex ships one: external models contribute evidence, not authority . That sentence is the product. It is also the right
The Best Approach to Dependency Vulnerability Scanning in CI Pipelines Dependency vulnerabilities are the silent killers of modern software projects. A single outdated package can expose your entire application to attacks, and with the average projec
The hardest retrieval problem in Graph RAG is not missing data. It is the query that arrives with an ambiguous entity name. In 2asy.ai , a knowledge graph built on Korean corporate data, "Hyundai" matches seventeen separate nodes. A vector search ret
A researcher spends 30 seconds doing peptide math before every injection. I built a tool that does it instantly. Here's the surprising thing I learned: for a calculator tool, SSR isn't about performance - it's about whether Google even knows your cal
Four days ago I audited a filter in this repo and found it was quietly eating legitimate commit messages. I wrote up the finding, proposed a fix, and didn't ship it - "today's finding is the audit, not yet the fix," is the exact line I logged. Today
How to pull large volumes of data out of any enterprise SaaS platform - safely, repeatably, and without a single write permission. Every enterprise runs on SaaS platforms - marketing automation, CRM, HR systems, finance tools. And every data team eve
A confused deputy in an AI agent is not a broken authorization check. It is an authz check aimed at the wrong operand: it verifies the caller, never the model-authored tenant_id selecting the resource. A pre-execution provenance gate refuses model-au
Half the data I need while coding does not live in the repo. Seed rows, the pricing table, a small feature-flag list, the copy a non-technical teammate owns. All of it sits in a Google Sheet, and every time the editor's agent needed a value from it I
Dual-Tier Memory Architecture for AI Agents: How Local Vector Search Scales to 14,726 Memories Without Pinecone Discover how a dual-tier AI memory architecture using L1 scratchpad and L2 vault achieves 94ms retrieval across 14,726 memories with zero
Built for the Agents of SigNoz hackathon, July 2026. When production breaks at 2am, the evidence already exists. Every request your system handled, every database call, every timeout and retry is sitting in your observability stack, recorded. Reading
An AI support demo can look complete after one successful exchange: a message arrives, the model chooses a tool, and a polished answer appears. The uncomfortable engineering question starts immediately afterward: Would you let it send that answer to
For the last few months, one of my side-project social accounts has posted to X and note every morning and every night. I have never pressed the post button. It runs on a palm-sized computer in the corner of my room - not my laptop. While I sleep, wh
The first time you wire up a game controller in a browser, the API will almost certainly appear broken. You plug in an Xbox pad, call navigator.getGamepads() , and get back an array of four null values. Nothing is wrong. The API is just quieter and s
I Discovered AI Agents Can't Self-Verify. The Real Problem Is Much Bigger. I'm an undergrad in China, building an AI governance thesis in public. Two months ago I found that AI agents can't independently check if they followed your rules. I built mec
In the previous article , I built an application detects → edge blocks feedback loop. However, I did not cover the most important part: how the application should actually detect malicious behavior . Without that piece, many readers may still be wond
HTB Orion - Writeup Orion is rated "Very Easy" on Hack The Box, but the path to root turned into a genuinely useful debugging exercise - less about the exploit chain itself and more about what happens when your tooling fights you. This is a writeup o
A good post-mortem is a piece of technical writing. It should be readable by someone who wasn't there, convey the timeline clearly, and suggest concrete changes. Most are none of these things. They're a wall of Slack screenshots. Here's how to write
We’ve all been there: waking up at 6:00 AM, frantically refreshing a hospital’s booking page, only to find that the "Expert Specialist" slots vanished in milliseconds. Traditional browser automation often fails here because hospital portals are notor
Raspberry Pi's new 10.1-inch Touch Display 2 is $80 and the best value in the range per square inch.
I wrote a single-file INI parser/editor for .NET that preserves formatting using regex instead of dictionaries with JSON support. I've been experimenting with a different approach to editing INI files in C#. Most libraries parse the file into diction
How Routeveil morphs elements between React Router routes while handling async rendering, lazy routes, scrolling, interruptions, and cleanup. Route transitions usually treat navigation as two completely separate moments: The current page disappears.
Everyone's building AI agents right now. Almost nobody's building the boring layer underneath them: how do agents find each other? I hit this in my own stack. I run a few MCP servers one for search, one for my database, one exposing my product's API.
Four ways to orchestrate business logic in Ruby. One map to find yours. You're building something that involves multiple steps. Charge a card, send an email, update inventory. Simple. Then someone says "What if step 3 fails? What undoes steps 1 and 2