layer
30 stories and discussions about layer, aggregated from every source we track.
High-performance, AI-safe self-service analytics — a governed semantic layer fused with beautiful-by-default dashboards, for humans and agents.
It took my AI months to learn how I think, code, and ship. When a teammate joined the project, their...
On Thursday, April 9, 2026, an AI shopping agent could call search_shop_catalog on any Shopify...
I tested Traefik 3.6's new parentRefs routing: 0 of 500 concurrent requests bypassed a parent router by spoofing its child's header condition, and three-level nesting cost no measurable throughput against an equivalent flat router (5,475 vs 5,503 req/s).
Computer Use Agents like Claude in Chrome or ChatGPT relearn every site on every run. With Reduck MCP, they learn a site once, then reuse it for 2.5x faster browsing.
I tested systemd 261's mstack overlay tool: a one-layer stack with no rw/ folder mounts read-write and writes land straight in your source files, no warning given.
The Internet protocol suite is wonderful, but it was designed before the advent of modern cryptography and without the benefit of hindsight. On the …
Open-source AI agent decision layer for Codex, Claude Code, Hermes, Antigravity and VS Code. TypeSafe Jev MCP routing, 38 recipes, local gates and receipts; optional Laya-MLX on Apple Silicon. - qu...
Paper Tape is All You Need. Contribute to dbrll/ATTN-11 development by creating an account on GitHub.
NVIDIA built the server layers for agent safety. They sit on 40 million lines of code that nobody has proven. I measured it.
Recall, not retrain. Persistent, curated memory for AI agents that returns only the facts that matter.
With the 0.32 SDK release Rerun becomes a unified data layer for physical data, covering visualization, querying, transformation, and training of multi-rate, multimodal robotics data. This post walks through the…
A gallery-local explainer for per-layer embeddings in Gemma 4 E2B and E4B.
A semantic layer is a governed catalog of definitions that sits on top of your existing data and tells agents and people what to trust. Here's how we built one into PostHog's context warehouse.
Learn how Arc works: a stablecoin-native Layer 1 blockchain built by Circle for payments, FX, and tokenized real-world assets, now supported using OpenSea.
An open-source Python tool that learns when Laya's text answers should be checked by a person.
A decision layer embedded into the harness tool-selection loop
Quant-scored market-moving news, signals, and AI analysis. What happened, why it matters, what to watch next.
A visual walkthrough of what happens inside AI coding tools, built up layer by layer from a basic prompt to a full agent loop.
Agents can write code faster than we can understand it. Documents don't fix that. What reviewers need is a briefing: something they can sit back and listen to, and interrupt when it matters.
ChatGPT might be the face of AI, but behind the prompts lies a complex physical ecosystem that is reshaping power balances around the world.
Contribute to 7-hello007/AICore-Showcase development by creating an account on GitHub.
The execution safety layer for AI agents. Contribute to CTRLRun/ctrlrun development by creating an account on GitHub.
Universal Agent HP: 10-layer autonomous AI agent OS with DAG planning, zero-loss rollback, and multi-model support. - kapitan00000978-sketch/Universal-Agent-HP
Part 1: Shattering the Cloud Illusion – Liberating the Blockchain from Data Centers onto Raw Silicon