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News
Introduction | ActionRail
3+ week, 3+ day ago (401+ words) ActionRail is an open-source project by ToolJet. It verifies consequential AI agent actions against deterministic rules and live trusted systems before the underlying tool runs. ActionRail is currently in public beta. Interfaces may evolve before the ActionRail v1 release, which is…...
Documentation
2+ hour, 10+ min ago (1750+ words) Custom business software from a conversation. Snill lets you describe what your business needs in plain language — and generates a complete internal system in seconds. You get structured data, dashboards, forms, a REST API, and an AI assistant that can…...
Automatic Error Recovery in AI Agent Networks
13+ min ago (105+ words) In a single-agent system, failure is simple: the agent errors, you retry. In multi-agent systems, failure is a graph problem. One timeout propagates through the entire pipeline. Without recovery, your system is fragile. AgentForge implements 3 recovery layers: If an agent…...
Why Modern Agent Orchestrators Fail at Cost Control
34+ min ago (470+ words) Building a multi-agent coding setup looks easy on a whiteboard. You set up a code-generation agent, pair it with a test-runner agent, add a code-review agent, and hook them up through an orchestrator. In theory, you have built an autonomous…...
DevStacker was supposed to launch, but we found bugs💔
1+ hour, 38+ min ago (132+ words) A few days ago I posted here about DevStacker, my app for helping self-taught developers escape tutorial hell and build real projects. We were getting ready to launch it, but then we found some bugs in the login screen. The…...
I Didn't Mean to Build a Programming Language
1+ hour, 42+ min ago (1141+ words) I'm building a programming language. Written like that, it sounds as if I had always dreamed about compilers, read the Dragon Book cover to cover, and spent years waiting for the day I could finally design my own language. I…...
Idempotency and Retry in a Payment Core: Operations That Can't Be Duplicated and Can't Be Forgotten
1+ hour, 48+ min ago (25+ words) Idempotency and Retry in a Payment Core: Operations That Can't Be Duplicated and Can't Be... Tagged with fintech, performance, php, architecture....
Demystifying Vector Distance in PostgreSQL
2+ hour, 24+ min ago (288+ words) A look into sliding window comparisons for image analysis. When you need to perform complex similarity comparisons inside a database, you often have to bridge the gap between application-level data structures (like JSON) and low-level math (like vectors). The PostgreSQL…...
go-dicom — a pure Go DICOM library and CLI, no CGO
2+ hour, 13+ min ago (861+ words) I built go-dicom because I hit that wall on a medical imaging platform I maintain. It is a complete DICOM implementation in pure Go — files, pixels, and the network protocol — with no C dependencies at all. Or, for the CLI:…...
Make Free Model Requests Idempotent Before You Add Retries
2+ hour, 23+ min ago (287+ words) Add retries only after the request knows what it already did. Free model endpoints and free servers fail in the worst place: after the work may have run but before you receive the response. Disclosure: This article was prepared as part…...