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WebHow I Consolidated Duplicate Delivery Pipelines With Parameters and Build Tags
16+ min ago (518+ words) Learn how consolidating Azure DevOps pipelines can eliminate duplicate builds and releases while preserving module-specific deployment routing....
Finding heterogeneous agent swarms in the wild — LessWrong
33+ min ago (160+ words) Epistemic status: speculative, but near-term groundedI am putting fingers to keyboard now, even though this idea is half-formed, partly because my experience with AI Safety these past few weeks is that the known frontier of discussion runs past what I…...
Building web-tui-kit: a framework-independent browser UI with a stable contract
59+ min ago (613+ words) I recently open-sourced web-tui-kit, a browser UI design system inspired by Debian debconf, dialog, and whiptail. I've always liked the aesthetics of these interfaces. Their restrained colors, sharp boundaries, text-oriented layouts, and almost abstract appearance have a character of their…...
The Invisible Journey: What Really Happens When You Open a Website?
1+ hour, 8+ min ago (729+ words) Have you ever wondered what actually happens when you type a website address into your browser and press Enter? For us, it feels simple. You type a website name like google.com or youtube.com, press Enter, wait a moment,…...
How AI Actually Calls an API? Tool Calling Explained from Scratch
47+ min ago (1216+ words) In the previous post, we taught a model to read our documents. It could search a pile of files and... Tagged with ai, mcp, aws, tutorial....
Knowledgator Releases GLiFormer: A 575M-Parameter Encoder That Hits 91.10 F1 on Nested JSON Extraction Without Generating Tokens
1+ hour, 5+ min ago (421+ words) Deployable today? Yes. Both checkpoints are Apache 2.0, install with pip install gliformer, and run on CPU or GPU. LLMs can emit nested JSON, but they generate field names, punctuation, and values token by token. GLiFormer removes output generation from that…...
declscope: a linter that brings file-scoped private to Go's flat packages
1+ hour, 4+ min ago (1485+ words) Go has two levels of visibility, and the lower one covers the whole package. A convention fills the gap, and it lives only in the heads of the people who wrote the package. An AI agent does not read heads....
I wrote a programming language where you code in Polish. Here are 7 things it taught me about Ruby.
1+ hour, 4+ min ago (917+ words) I write Ruby for a living, and about two years ago it started bothering me that I had no real idea what happens between typing x = 5 and the machine doing something about it. So I wrote a toy interpreter over…...
Benchmarking affaan-m/ECC in Cursor: Agent Harness Rules Without Context Exhaustion
1+ hour, 11+ min ago (223+ words) When evaluating affaan-m/ECC (v2.0, The Agent Harness Operating System), the main attraction is standardization. Instead of manually copying fragmented.cursorrules, skill prompts, and MCP configurations between Claude Code, Codex, and Cursor, ECC packages skills, instincts, and execution policies into a…...
Why a Reusable Agent Environment Shouldn't Be a Filesystem Snapshot
1+ hour, 15+ min ago (1159+ words) At the end of Part 2, the agent had done real work inside a Bench. It installed a toolchain. It compiled something. It got a pipeline actually working. The task was complete and the Bench was disposable, so it vanished. So…...