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The difference between "today's task" and "accretive work"

Score: 80 | Comments: 46

hackernews Jul 02, 2026 Read more →

Microsoft launches its own AI deployment company with $2.5 billion commitment

Microsoft follows Amazon, OpenAI, and Anthropic with its new AI deployment group.

techcrunch Jul 02, 2026 Read more →

Tesla saw a massive sales jump in the second quarter

The company delivered more than 480,000 EVs globally, seemingly thanks to geographic expansion and cheaper versions of the Model 3, Model Y, and Cybertruck.

techcrunch Jul 02, 2026 Read more →

Strands Agents + Langfuse Evaluations

Before diving in, check out AI was supposed to take my job — instead it gave me a new one: Evaluations, a presentation that walks through this PoC. See source code at Github In this project we wil

dev.to Jul 02, 2026 Read more →

Omni Flash Preview with Kiro

This article covers the MCP setup and configuration for using Google Omni Preview and underlying Gemini LLM with Kiro CLI to enhance and extend Omni operations over MCP. What is Google Omn

dev.to Jul 02, 2026 Read more →

More Context Made My Classifier Worse: Building a Machine-Maintained Failure Taxonomy

You ran an eval. The dashboard says 80% accuracy. Now what? For most teams, the answer is surprisingly manual. Someone exports failures, copies a few examples into a document, writes some notes, mayb

dev.to Jul 02, 2026 Read more →

We bet against the GPU arms race. Here's what shipped.

On July 1 we announced four things at once. The press release version is here. This is the version for people who actually build things. The short story: while the industry spends hundreds of billion

dev.to Jul 02, 2026 Read more →

Why Finance Agents Need a Model Layer, Not Just Spreadsheet Access

You have built the agent. It calls a spreadsheet via API, reads the relevant cells, and produces something useful: a variance analysis, a scenario update, a summary for a board meeting. It works. Unti

dev.to Jul 02, 2026 Read more →

Environment Variables Don't Have to Suck

I've lost count of how many times I've seen this in production: const port = parseInt(process.env.PORT || "3000", 10) const dbUrl = process.env.DATABASE_URL if (!dbUrl) throw new Error("DATABASE_UR

dev.to Jul 02, 2026 Read more →

I got tired of manually reading JDs, so I built a tool to do it for me

Honestly, this started out of frustration. I was applying for jobs a few months back and kept doing this thing where I'd open a job description, read through it, go back to my resume, read through th

dev.to Jul 02, 2026 Read more →

My tests were green. My code was wrong. The spec was 3,000 years old.

Most of the code we write can be checked against something. A tax calculator has the tax code. A JSON parser has a spec. A physics sim has reality. You write a test, you assert the expected value, and

dev.to Jul 02, 2026 Read more →

New trend in design?

Seriously, I am so tired of AI created design and my heart wants something cool. Also, it will stand out from other AI designs. Default HTML style is seriously good, maybe it needs small improvements

dev.to Jul 02, 2026 Read more →

How to Monitor Certificate Transparency Logs for Lookalike Domains

The firehose problem, typo/homoglyph matching, and where it breaks in production A lookalike domain usually sits around for days or weeks before anyone notices. Someone registers yourbrand-support.co

dev.to Jul 02, 2026 Read more →

Awaithuman: pagerduty mcp

PagerDuty MCP Unlocks AI Agent Awareness: The Case for Controlled Escalation But here is the question most teams skip: once your agent can see everything and act on some of it, who decides

dev.to Jul 02, 2026 Read more →

How I cut AI generation errors in half without burning more LLM calls

A few months ago I was deep into building Crimetube, a pipeline that turns a topic prompt into a full narrated documentary video. The whole thing runs on its own: research, script, shot planning, imag

dev.to Jul 02, 2026 Read more →

AI fake news complaining about how AI fake news is the death of real news

Score: 20 | Comments: 0

hackernews Jul 02, 2026 Read more →

Rivian raises EV sales forecast as Q2 production ramps up

The company now expects to ship a few thousand more vehicles by the end of 2026 than it previously expected, after launching its R2 SUV last month.

techcrunch Jul 02, 2026 Read more →

Introduction to Genomics for Engineers

Score: 92 | Comments: 9

hackernews Jul 02, 2026 Read more →

This blog is written in en-GB

Score: 149 | Comments: 69

hackernews Jul 02, 2026 Read more →

Is One Layer Enough? A Single Transformer Layer Matches Full-Parameter RL Train

Score: 10 | Comments: 1

hackernews Jul 02, 2026 Read more →
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