Morning.dev

DEV Community • 2026-07-29 13:15

Six articles, 200 views. So I read the feed's source code.

Six articles in two months. About 200 views. Total. Here is the full table, because a postmortem without numbers is just a mood: # Article Views Reactions Comments 1 Coding agents should not hold write credentials 58 1 5 2 Agent workflows need an impact boundary 26 0 0 3 Blocked is not failed: agents need boundary feedback 31 1 0 4 A write is not just a write 38 0 1 5 The reasonin...

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5m read

Lobsters • 2026-07-29 13:12

It doesn’t matter whether “Matz is nice”

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1m read

DEV Community • 2026-07-29 13:10

Not all MCP servers are equal: BaaS MCP vs application MCP

Every platform now advertises an MCP server, and the label tells you almost nothing. Two servers can carry the same three letters and hand an AI agent completely different powers: one gives it your database, the other gives it your live app. Here is the difference between a BaaS MCP and an application MCP, and why that altitude decides what an agent can actually do for you. "Has an MCP s...

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10m read

DEV Community • 2026-07-29 13:08

URL Encoding Demystified: encodeURIComponent vs encodeURI

You are debugging a broken API call. The URL looks fine in your browser, but the server returns 400. You stare at the query string: ?q=hello world&filter=active. There is your problem — that space. URL encoding is one of those things every developer encounters but few fully understand. Let us fix that. The Two JavaScript Functions (and Why Both Exist) encodeURI() is for entire URL...

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2m read

DEV Community • 2026-07-29 13:07

Vibe Coding Didn't Kill Junior Devs' Careers. It Just Fast-Forwarded Them.

What was originally a joke, a colloquial term for projects that are done on the weekend, in which you tell a model what you want to do, don't read what it tells you, and follow it by feeling. It was completely out of that "hole" by 2026. Ninety-two per cent of U.S. developers are using AI coding tools daily, up 340% from the year before, and a growing number of junior developers built their entire...

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7m read

Hacker News • 2026-07-29 13:05

Show HN: PriEco (open source, 400M index, EU search engine) integrated Goggles

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1m read

DEV Community • 2026-07-29 13:05

Offensive audit, engineering edition — the 6-piece fix pattern in detail

May 2026 · Series "Trace Lock — Governance notes from pairing with AI to write code" · Post 7 of 9 This post is the engineering version of B1 Offensive audit. B1 covered "why audit the whole chain" and "what the overall flow looks like." This post unpacks the 6-piece fix pattern (working name, my own tentative term) used to actually fix each gap that the audit surfaced: the code shape of each...

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21m read

Hacker News: Front Page • 2026-07-29 13:05

TokenTown: A visual way to understand how LLMs work

Article URL: https://laurentiugabriel.github.io/token-town/ Comments URL: https://news.ycombinator.com/item?id=49097003 Points: 10 # Comments: 0

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DEV Community • 2026-07-29 13:03

Reviewing AI code is most of the job now, so I built a gym for it

You know the situation already: the assistants got good, most PRs in the queue are AI-written now, and we all spend more of the day reviewing than writing. No need to dwell on that. What's worth talking about is the part people mention less, which is why this kind of reviewing is so much more tiring than the old kind. When a tired person writes code, the code looks tired, and the weird names and ...

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3m read

Hacker News: Front Page • 2026-07-29 13:01

Handbook.md shows that long policy documents do not reliably govern agents

Article URL: https://arxiv.org/abs/2607.25398 Comments URL: https://news.ycombinator.com/item?id=49096969 Points: 3 # Comments: 0

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DEV Community • 2026-07-29 13:01

Talking to Claude Code through an Alexa

This was an afternoon experiment, so read it in that spirit. The goal was to start real coding work by talking to a speaker: not "set a timer", but "work on the board script", and have an agent plan it with me and go and do it. No laptop open. I gave myself a few hours, which means there are shortcuts everywhere. The backend is literally my laptop. The public entry point is a free tunnel. There i...

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8m read

Fish Audio's $52M Seed: Open Weights Got Them Here

DEV Community • 2026-07-29 13:01

Fish Audio's $52M Seed: Open Weights Got Them Here

Fish Audio announced a $52 million seed round on July 28, 2026, led by Coreline Ventures and Capital Today, exactly one year after the company launched. The Palo Alto startup reports $21 million in annual recurring revenue and more than 8 million users, and shipped a new flagship model, S2.1 Pro, alongside the round. The most telling detail sits in the release strategy: after open-sourcing three o...

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8m read

DEV Community • 2026-07-29 13:01

Autonomous AI Agents: The Next Automation Leap for Businesses in 2025

Autonomous AI Agents: Redefining How Businesses Operate For most of my two decades in technology, automation meant scripting repetitive tasks and hoping they didn't break. That era is ending. As I write this in 2025, I'm watching a fundamental shift unfold: software that doesn't just execute instructions, but reasons, plans, and acts independently toward goals. Having spent years at the...

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3m read

DEV Community • 2026-07-29 13:01

Your ML Pipeline Isn't a DAG of Tasks. It's a Graph of Assets

TL;DR — Airflow-style orchestration models ML pipelines as sequences of tasks that ran successfully, which is the wrong unit of abstraction for retraining, drift-triggered runs, and versioned artifacts. Asset-centric orchestration — treating datasets, features, and models as first-class, versioned objects with freshness contracts — matches how ML dependency graphs actually behave. The fix isn't p...

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5m read

DEV Community • 2026-07-29 13:01

Stop Letting AI Mark Its Own Homework

Last month I watched Claude Code write a beautiful authentication module. Clean abstractions, sensible error handling, well named functions. It looked like something a developer would write. Then I ran it. It failed immediately. The module was calling a method that didn't exist on the object it was importing. Claude hadn't made a logic error. It had made a confidence error. It wrote code that read...

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6m read

Lobsters • 2026-07-29 13:00

GNU Hyperbole Implicit Buttons: Build your Hyperverse

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1m read

Hacker News: Front Page • 2026-07-29 13:00

After the AI Crash

Article URL: https://potsandpansbyccg.com/2026/07/29/after-the-ai-crash/ Comments URL: https://news.ycombinator.com/item?id=49096953 Points: 10 # Comments: 0

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DEV Community • 2026-07-29 13:00

OpenAI Student Collective Opens a Funded Campus Lead Program for Undergraduates

OpenAI has opened applications for the OpenAI Student Collective, a yearlong program that will support undergraduate students leading AI learning, projects and events at their universities. The initiative pairs two Campus Leads at each campus and provides funding, training, access to OpenAI tools and a semesterly cash stipend. The program gives OpenAI a structured route to work with students who ...

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Experienced Devs • 2026-07-29 13:00

How can a skilled team be completely oblique to some major aspect of Software Engineering?

Imagine working in a big org in a big company. Your team is made of smart engineers with a lot of knowledge. But they all seem to share a weak point: they completely ignore or are unable to see some aspect of software engineering that are usually industry standard. You ask why the org decided to do things differently from the rest of the industry and is like explaining AI to a caveman that has yet...

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2m read

DEV Community • 2026-07-29 13:00

Bun v1.3.14: Image Processing & Faster Installs Make It More Compelling

I saw the release notes for Bun v1.3.14 this morning, and it immediately caught my eye. As someone who's spent years wrestling with build times and dependency management in Web2, Bun has always been an interesting proposition. This release, while a minor version bump, brings some genuinely useful features that push it further as a serious contender, especially with its continued focus on performan...

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4m read