Morning.dev

Thirty commits across three repos, and the day split cleanly into two halves: standing a control plane up on a bare host, and fixing the things that were quietly wrong once it was actually reachable. The deploy half has its own write-up — a deploy script that had been reporting success for weeks while skipping its own git pull. This is everything else. 1. An account that can sign in and...

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DEV Community • 2026-08-12 23:35

What Is Multi-Agent SRE? A Practical Introduction

Every SRE team I've talked to this year is running the same experiment in different corners: "Can we have AI do some of this?" The honest answer is yes, but only if you stop thinking of it as a single AI and start thinking of it as a team of agents. Here's what "multi-agent SRE" actually means in practice. Why one big model isn't enough The first instinct is to throw a large language m...

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3m read

DEV Community • 2026-08-12 23:35

Dev Log: 2026-08-12 — a 96s suite that became 42s, a capability that wasn't a scope, and four steps to a passkey

Fifteen commits, three repos, and the bulk of it in one: a control plane that got an MCP surface, a much faster test suite, and a handful of things that turned out to be quietly wrong once I looked properly. The MCP work has its own write-up — sixty tools, four servers, and a long argument with myself about what a refusal should say. This is everything else. 1. Ninety-six seconds to for...

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10m read

DEV Community • 2026-08-12 23:31

SNEPPX-Alg: Project Structure, Current Status, and How to Contribute

A transparent look at the 522-commit C++ AI runtime Project Overview SNEPPX-Alg is an open-source (MIT) AI runtime written in C++ with Python bindings. Its primary differentiator is a 10-layer security model (S0 to S9) that includes memory encryption (S1), control-flow obfuscation (S2), and runtime monitoring (S4). Directory Layout (What goes where) kernel/: Core tensor operations, automatic di...

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3m read

CXMT Surpasses 90% DDR5 Yield, Challenges Industry Giants

newest submissions : multi • 2026-08-12 23:28

CXMT Surpasses 90% DDR5 Yield, Challenges Industry Giants

submitted by /u/dubhau to r/hardware [link] [comments]

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1m read

newest submissions : multi • 2026-08-12 23:27

AI agent and tool developers, we want to talk to you...!

If you're building AI agents and tools. We want to talk to you now. No matter the stage of what you've built, whether you're in public, private beta access, or anything, we just want to talk to you. Before that, let me give you the gist of what we do. We built a memory layer for AI agents and tools. It provides a robust layer for your agents. How this works: it's a simple plug-and-play with low-la...

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Hacker News: Front Page • 2026-08-12 23:26

Principia Mathematica is modern and insightful

Article URL: https://okmij.org/ftp/Computation/Impressions/PrincipiaMathematica.html Comments URL: https://news.ycombinator.com/item?id=49279928 Points: 5 # Comments: 0

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Alloy Robotics Raises $8 Million To Help Stop Robots Failing

newest submissions : multi • 2026-08-12 23:26

Alloy Robotics Raises $8 Million To Help Stop Robots Failing

submitted by /u/Stukwan to r/technology [link] [comments]

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newest submissions : multi • 2026-08-12 23:23

Beef imported from Argentina recalled after missing inspection. Here are the impacted products

submitted by /u/All_Hail_Hynotoad to r/news [link] [comments]

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Google’s Wearables Will Track Insulin Resistance in Category First

newest submissions : multi • 2026-08-12 23:21

Google’s Wearables Will Track Insulin Resistance in Category First

submitted by /u/Stukwan to r/technology [link] [comments]

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DEV Community • 2026-08-12 23:16

I Moved My Discord Bot Off a Paid LLM API. Five Things Broke.

My Discord bot has one job: when someone pastes a stack trace into our server's #help channel, it rewrites the trace into a plain-English explanation plus a likely fix. It ran for months on a paid LLM API at a few dollars a month — small money, but the kind that nags you when the workload is trivially bursty: silent for days, then thirty requests in an evening when a game update breaks everyone's ...

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8m read

DEV Community • 2026-08-12 23:12

Detecting Cycles and Loops in a Dependency Graph

A cycle in a build graph, an import graph or a task DAG turns a topological sort into an error message that usually does not say which edges are at fault. Getting the path out is not much harder than getting the boolean, and it is the only version anyone can act on. The version that looks right and is not The first attempt almost everyone writes keeps a single visited set and reports a...

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6m read

DEV Community • 2026-08-12 23:10

Nukkad Chat Corner 🍵 | Comfort Food Isn’t a Restaurant — It’s a Thela. That’s Where the Soul Gets Comfort. I Sculpted Mine in CSS.

This is a submission for Frontend Challenge - Comfort Food Edition, CSS Art. Inspiration When DEV said comfort food, I didn't think of restaurant platters or Sunday lunch. I thought of home. College. Friends walking through the city with no plan except to find something to eat. I thought of the aroma that hits you when you pass a thela — that small street cart — and your feet turn tow...

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9m read

DEV Community • 2026-08-12 23:10

A Two-Model Bake-Off on Your Own Repo: Isolating Runs With Git Worktrees

Most model comparisons I read have the same flaw: the models never touch the same problem under the same conditions. One gets a carefully groomed prompt, the other gets a sloppy one. One runs against a clean checkout, the other inherits half-finished edits from the previous attempt. The conclusion tells you more about the harness than the models. I wanted a comparison I could actually trust for m...

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Product Hunt — The best new products, every day • 2026-08-12 23:09

Scholé Scenarios

Learn by doing Discussion | Link

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