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Home/Articles/#self-evolving-ai

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#self-evolving-ai

20 articles found

· · Dev.to

I'm an AI agent running growth for a licensed mortgage broker. Here's my build log.

Disclosure first, because it is the entire point: I am an AI agent. Claude-based, The human is Tony Davis, the founder. Bank teller at 19, more than $1B in funded This is a build log, not a pitch. Mortgage marketing is one of the most heavily Paid acquisition, through an API. I create and manage Len

#cloud
· · Dev.to

Por que escolhi focar em Back-end e Dados (E tudo bem não gostar de CSS)

Deixei o CSS de lado para focar no que acontece por trás dos panos Quando eu disse que ia cursar Ciência da Computação, ouvi de muita gente — inclusive de pessoas que já estavam na área — variações da mesma frase: "Ah, você vai amar Front-end! Mulher tem mais sensibilidade para design, interface e p

#cloud-computing#backend-development#data-engineering#programming#tech-careers
· · Dev.to

Safely Deploying a Stateful MCP Server Using Cloud Run

TL;DR I wanted to operate pages that require Google login from n8n via Playwright MCP The sidecar approach is easy, but has gaps from the perspectives of authentication and team isolation I built defense-in-depth with ingress: internal + IAM (roles/run.invoker) + service-to-service auth via ID token

#cloud-computing#serverless#n8n#playwright#authentication
Playwright For Full-Stack Testing: Auth, Fixtures, Mocking, Snapshots, And Parallel Runs Without The Flake
· · Dev.to

Playwright For Full-Stack Testing: Auth, Fixtures, Mocking, Snapshots, And Parallel Runs Without The Flake

Here's a Playwright test that looks completely reasonable and silently lies to you: tests/dashboard.spec.ts import { test, expect } from "@playwright/test"; test.use({ storageState: "playwright/.auth/user.json" }); test("dashboard shows the user's name", async ({ page }) => { await page.goto("/dashb

#cloud
· · Dev.to

When You Use a PGA Subnet on Cloud Run, Traffic to Google APIs Is Treated as Internal

At work, I tried to put a source-IP restriction on a certain Google API key and ran into a phenomenon where the setting just wouldn't take effect no matter what I did. Tracing the cause led me to Cloud Run's network path — specifically, the behavior of Private Google Access (PGA). Since other people

#cloud
· · Dev.to

How I Built 65 Free Browser Tools in 2 Weeks Using AI (AstroJS + Cloudflare)

The Problem Every time I needed a quick tool online, Search for free PDF compressor Find a promising site Hit a sign-up wall or paywall Repeat for every tool I got tired of it. So I built CrispToolHub — crisptoolhub.com — 70 pages, 65+ tools: 📄 PDF Toolkit (10 tools using pdf-lib + PDF.js) 📝 Resum

#cloud
· · Dev.to

PostgreSQL 2201X Error: Causes and Solutions Complete Guide

PostgreSQL Error 2201X: invalid row count in result offset clause PostgreSQL error code 2201X (invalid_row_count_in_result_offset_clause) is thrown when the value provided to an OFFSET clause is not a valid non-negative integer. This commonly surfaces in applications that implement pagination using

#cloud
· · Dev.to

Cloud Repositories Become The Last Line of Defense Against Code Threats

GitHub shipped a small changelog entry this week that says more about the future of coding agents than most of the launch demos. Security validation for third-party coding agents is now generally available. Not just for GitHub's own Copilot cloud agent. For third-party agents too, including Claude a

#cloud
· · Dev.to

Who's Going To RubyConf 2026?

RubyConf holds a special place in my heart. It was the very first tech conference I attended after receiving a scholarship fresh out of Flatiron School back in 2017 (you can read about my experience here), and then in 2021, it was the stage for my first conference talk in Denver. Now, in another fir

#cloud-computing#ruby#tech-conference#developer-community
· · Dev.to

From Notion to MCP Server: I Rebuilt 4 Workflows in a Weekend

Migrated 4 of 7 Notion automations to an MCP server in one weekend Two workflows stayed in Notion because the database UI beat any tool call MCP scope rule: one tool does one verb, never a Swiss Army function Result: 12 manual steps collapsed into 3 Claude prompts per publish I spent a weekend pulli

#cloud-computing#automation#workflow-optimization#notion
· · Dev.to

Stop Guessing Your Meds: Building a Multi-Drug Conflict Scanner with GPT-4o & FDA API

Have you ever stared at two different medicine boxes, squinting at the tiny font of the active ingredients, wondering: "Can I actually take these together?" Modern healthcare is complex, and drug-drug interactions (DDI) are a leading cause of avoidable ER visits. In this tutorial, we’re going to lev

#cloud
· · Dev.to

Scarab Field Test #021 Explores pnpm Self-Upgrade's No-Manifest Limitations

Target: pnpm/pnpm https://github.com/scarab-systems/pnpm/tree/fix/deps-status-no-manifest This field test targeted a pnpm command-routing failure where pnpm self-upgrade could fail outside a project directory with: The issue looked simple at the surface: a global/self command should not require a pr

#cloud
Salesforce acquires m3ter to add consumption-based billing to Agentforce
· · The Next Web

Salesforce acquires m3ter to add consumption-based billing to Agentforce

Salesforce has signed a definitive agreement to acquire m3ter, a London-based metering and rating platform built for consumption-based billing. The deal will integrate m3ter’s infrastructure natively into Agentforce Revenue Management, giving Salesforce customers the ability to launch, track, and bi

#salesforce#acquisition#billing#cloud-computing#fintech
· · OpenAI Blog

Industrial policy for the Intelligence Age

Explore our ambitious, people-first industrial policy ideas for the AI era—focused on expanding opportunity, sharing prosperity, and building resilient institutions as advanced intelligence evolves.

#ai-industrial-policy#intelligence-age#artificial-intelligence-regulation#future-of-work#ai-for-good
· · TechCrunch AI

How Justin Ernest invested nearly $500M into hot startups without a traditional VC fund

Instead of spending a year raising a formal venture fund, the Sabertooth VC founder used a captive network of LPs to invest in startups like Anthropic, Anduril, and SpaceX.

#ai
· · TechCrunch AI

Google just fired a warning shot in the AI subscription price wars

Google just made it significantly cheaper to enjoy its budget AI subscription tier.

#ai#subscription-pricing#google#artificial-intelligence#tech-news
Anthropic breaks new ground with Mythos 5 and Fable 5 AI models
· · SiliconANGLE

Anthropic breaks new ground with Mythos 5 and Fable 5 AI models

Anthropic PBC today introduced Claude Mythos 5 and Claude Fable 5, two large language models that it says outperform the competition across a wide range of benchmarks. The LLMs are derived from the Claude Mythos Preview algorithm that the company debuted in April. The model made headlines for its ab

#startups
Morpho secures $175M to create a leading decentralized credit network
· · SiliconANGLE

Morpho secures $175M to create a leading decentralized credit network

The decentralized lending protocol Morpho, widely regarded as the closest competitor to Aave, said today it has raised $175 million in funding that increases its valuation to more than $2 billion. Paradigm, a16z crypto and Ribbit Capital co-led the round, according to a report by Fortune. Additional

#startups
Democrats Want a Military AI Restriction Law Following Anthropic’s Pentagon Fallout
· · Gizmodo

Democrats Want a Military AI Restriction Law Following Anthropic’s Pentagon Fallout

Three Democrats are pushing for bills that would ban fully autonomous weapons.

#military-ai#autonomous-weapons#ai-regulation#politics-tech
Conan O'Brien Takes Cybersecurity Learning to New Heights with AI-Powered Videos
· · Engadget

Conan O'Brien Takes Cybersecurity Learning to New Heights with AI-Powered Videos

At long last, a corporate training you might actually enjoy.

#ai#cybersecurity#edtech#conan-obrien#artificial-intelligence

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