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How to Onboard a New Developer Without Sharing a Single API Key

Developer onboarding for a project that uses AI agents usually involves at least one of these: sending a .env file over Slack, having the new developer copy credentials from a shared Notion doc, screen-sharing while someone types in the values, or handing them access to a shared password manager...

Lessons from a first-time CMO

†he CMO roles offers a unique skillset and an equally unique ability to draw scrutiny. We talked to a first-time CMO about what he's learned. The post Lessons from a first-time CMO appeared first on MarTech.

IAB adopts Amazon framework to improve programmatic signals

A new open source framework helps buyers signal intent more clearly, reducing wasted bids across programmatic advertising. The post IAB adopts Amazon framework to improve programmatic signals appeared first on MarTech.

The Billion-Token Battle: Shipping Our OpenClaw Windows Client

Nexu is an open-source, one-click-install OpenClaw desktop client that puts AI in your hands — locally. https://github.com/nexu-io/nexu Last week we shipped Nexu v0.1.12 with full Windows support. As the first open-source OpenClaw desktop client — processing billions of tokens daily — Windows was...

The Modern SEO Center Of Excellence: Governance, Not Guidelines via @sejournal, @billhunt

Replace optional SEO guidelines with enforceable governance to ensure consistent signals and scalable visibility across the enterprise. The post The Modern SEO Center Of Excellence: Governance, Not Guidelines appeared first on Search Engine Journal.

Building skillgrab: auto-detecting stacks across JS, Python, Go, mobile and infra to install AI agent skills in one command

How I built a zero-config CLI that scans any project and installs only the AI agent skills that match — covering the architecture, the gotchas, and what I'd build next. skills.sh hosts 90,000+ skills for AI coding agents like Claude Code. Picking the right ones for your project is manual: you...

Building DayNight Music: An Open-Source Android Music Streaming App

I built DayNight Music as a vacation project to create a modern, free music streaming application that respects user privacy and remains completely open source. After two months and eight releases, the app now features synchronized lyrics, intelligent recommendations, offline caching, and cloud...

Creating meaningful moments across the customer journey

Digital noise makes it harder than ever to connect. Join us on May 6 to learn how to scale your engagement without losing the human touch. The post Creating meaningful moments across the customer journey appeared first on MarTech.

See Every AI Tool Call: MCP Tool Call Metrics in Real Time

Your AI agent just made 47 tool calls. How much did that cost? If you answered "uh... no idea," you're not alone. Most developers building with the MCP Tools are flying blind when it comes to observability. Your AI client talks to MCP servers, tools get called, tokens get consumed, and your bill...

3 steps to guarantee multishoring success

Prepare your systems for multishore scale with three audits covering workflows, technology and stakeholder alignment. The post 3 steps to guarantee multishoring success appeared first on MarTech.

Every AI Coding CLI in 2026: The Complete Map (30+ Tools Compared)

A sequel to my most-read post. Six months later, the landscape exploded. Here's every tool that matters, what it costs, and what it actually does. The AI coding tool market went from "a few options" to "overwhelming" in about six months. New CLIs weekly. Pricing wars. Open-source alternatives...

Every AI Coding CLI in 2026: The Complete Map (30+ Tools Compared)

A sequel to my most-read post. Six months later, the landscape exploded. Here's every tool that matters, what it costs, and what it actually does. The AI coding tool market went from "a few options" to "overwhelming" in about six months. New CLIs weekly. Pricing wars. Open-source alternatives...

Flutter Release Pipeline: A Multi-Agent Skill for Claude Code, Codex & beyond — one command to test, version bump, build & ship

The problem with Flutter releases Every Flutter release used to cost me 20–30 minutes of repetitive, error-prone steps: Manually editing pubspec.yaml to bump the version Running tests and hoping I didn't forget Copying git logs into a release notes file Building the AAB, then the APK Writing a...

3 AI shifts reshaping market research

AI is gaining memory, security and self-validation capabilities, turning fragmented research into faster, more connected insight generation. The post 3 AI shifts reshaping market research appeared first on MarTech.

How I built a solar-powered RS-485 soil sensor node for orchard management (open hardware)

I've been building a per-tree precision agriculture platform for a 2,100-tree Each node wakes hourly, reads one or more RS-485 Modbus soil sensors (EC, pH, MCU: Waveshare ESP32-S3-Nano (socketed, not soldered to board) RS-485: MAX485ESA+ with SM712 TVS surge protection Power: LM2596S 12V→5V buck,...

curl | bash for AI Agents: One-Command Install for pydantic-deep

The standard Python AI tool install experience: Install Python (which version?) Create a venv pip install ModuleNotFoundError: No module named 'textual' pip install again with correct extras Figure out PATH Seven steps. Fifteen minutes. That's before you've even seen the tool. We fixed this for...

Introducing SynapseKit: The Async-Native Python LLM Framework I Built Because LangChain's Async is Broken

Article: I know. Another one. But hear me out — because the reason I built SynapseKit is specific, and it might be the same reason you've been frustrated too. LangChain has async support. LlamaIndex has async support. Haystack has async support. Technically true. Practically — look at the source....

Eyes and Hands for GUI Agents: How VLA Models Enable End-to-End Desktop Automation

Eyes and Hands for GUI Agents: How VLA Models Enable End-to-End Desktop Automation Most GUI automation today works by reading the app's internals — parsing HTML, querying the DOM, hooking into accessibility APIs. It works well... until you hit a native desktop app with no exposed interface. At...

Editor – TypeScript Project

Editor – TypeScript Project: Complete Ai And Automation Use-Cases Guide (2026) How to use AI and automation with Editor – TypeScript Project. Practical examples and step-by-step guide. Introduction Use Cases Getting Started Free AI Tools Code Examples Real-World Examples Challenges Future Trends...

Building a Replay-Tested Interactive Brokers Client in Go

When I started getting more serious about automating parts of my trading (I use Interactive Brokers), the natural first step was finding a library that handles the broker communication. I expected this to be a solved problem. It wasn't. Every Go library I found follows essentially the same pattern:...

PHP as a Microservice: A Markdown-to-HTML API in 200 Lines of Slim 4

PHP as a Microservice: A Markdown-to-HTML API in 200 Lines of Slim 4 A tiny HTTP service that renders Markdown to HTML. PHP 8.2, Slim 4, league/commonmark. Safe-by-default, GFM-capable, with heading extraction thrown in as a freebie. Under 200 lines of application code, 52 MB Docker image, PHP's...

Why Your Search Data Doesn’t Agree (And What To Do About It) via @sejournal, @coreydmorris

Attribution gaps, platform silos, privacy changes: Conflicting data is only getting worse. Here's how to lead with clarity when the numbers don't match. The post Why Your Search Data Doesn’t Agree (And What To Do About It) appeared first on Search Engine Journal.

Grok’s sexual deepfakes almost got it banned from Apple’s App Store. Almost. 

Apple quietly threatened to kick Elon Musk's AI app, Grok, from its App Store in January over its failure to curb the surge of nonconsensual sexual deepfakes flooding X, according to NBC News. It was a muted show of force from one of tech's most powerful gatekeepers, made behind closed doors even...

how to find hidden subdomain vulnerabilities without complex scans

the problem manually auditing subdomains for misconfigurations, exposed files, or outdated endpoints is time-consuming and error-prone. it requires multiple tools and can easily be overlooked. introduce subdomain-vulnerability-inspector: an api that performs exhaustive subdomain enumeration using...

how to find insecure subdomains fast with an api that leverages dns and cert logs

the problem detecting security issues across multiple subdomains can be tedious and time-consuming. manual scanning often misses outdated or misconfigured endpoints, leaving your apps vulnerable. meet the subdomain-vulnerability-assessment api, which does exhaustive subdomain enumeration using free...

Building linkcheck: Why I Stopped Parsing Markdown with Regex

Building linkcheck: Why I Stopped Parsing Markdown with Regex A small Python CLI that scans Markdown and HTML for broken links — including internal anchors, with proper GitHub-style slug resolution, and per-host rate limiting so it doesn't accidentally DoS the sites it's checking. 📦 GitHub:...

Designing a CLI for Both Humans and Agents

We recently released the Alpic MCP and CLI, giving users two new interfaces with which they can interact. Designing the Alpic CLI for both humans and agents surfaced a set of challenges and tradeoffs worth writing down! Interfaces and layouts were designed for humans, i.e. to be easy to understand,...

Google Just Made It Easy For SEOs To Kick Out Spammy Sites via @sejournal, @martinibuster

Google just handed SEOs a new way to hit spammy sites with manual actions and get them deindexed from search results. The post Google Just Made It Easy For SEOs To Kick Out Spammy Sites appeared first on Search Engine Journal.

Meet HoloTab by HCompany. Your AI browser companion.

94% vs 16%: How I made Claude's code reviews consistent by encoding 12 classic engineering books

I ran the same code review with Claude twice. First time: caught the SQL injection, mentioned "separation of concerns". Same code. Same model. Completely different results. That's the problem I set out to fix — and it took 12 classic engineering books to do it. Most code quality tools count lines...

The AI Coding Market Just Hit $7B — Here's the Competitive Intelligence Briefing

The AI coding assistant market crossed $7 billion in annual revenue this month. Six months ago it was half that. The tool you chose in January might already be the wrong one. I mapped every major player's pricing, positioning, enterprise traction, and strategic moves. Here's what the market...

I Audited 10 Popular SaaS Websites and Found These SEO Mistakes (With Data)

I spent last weekend doing something dumb: I ran a full technical SEO audit on every SEO tool listed on Product Hunt. The irony? Most SEO tools have terrible SEO on their own websites. I used a free audit tool to check each site against 50+ ranking factors: meta tags, structured data, Core Web...

how to automate subdomain vulnerability scanning without manually digging through dns records

the problem managing subdomain security can be a pain. manually checking each subdomain for misconfigurations, exposed files, or outdated configs is time-consuming and error-prone. with the subdomain-vulnerability-entity API, you can automatically enumerate all subdomains and analyze them for...

how to automate ssl/tls configuration checks for your servers

the problem keeping ssl/tls configurations up-to-date and secure is a constant hassle. manual checks are time-consuming, error-prone, and often miss outdated protocols or weak ciphers. we built an api that performs deep analysis of your server's ssl/tls setup. it checks cipher support, protocol...

Notion Alternatives for Dev Teams: Confluence, Obsidian, Nuclino Compared

Notion is great until it isn't. At 5,000+ pages your workspace crawls, offline mode is basically "read cached pages," and permissions don't go deep enough for enterprise. If you've hit these walls, here are three alternatives — each solving a different Notion pain point. Confluence Obsidian Nuclino...

Notion Alternatives for Dev Teams: Confluence, Obsidian, Nuclino Compared

Notion is great until it isn't. At 5,000+ pages your workspace crawls, offline mode is basically "read cached pages," and permissions don't go deep enough for enterprise. If you've hit these walls, here are three alternatives — each solving a different Notion pain point. Confluence Obsidian Nuclino...

ThumbGate v1.4.1: Pre-action Safety Gates for AI Coding Agents (Free + Pro)

Liquid syntax error: 'raw' tag was never closed

Writing a Markdown Parser From Scratch With GitHub, Qiita, and Zenn Theme Modes

Writing a Markdown Parser From Scratch With GitHub, Qiita, and Zenn Theme Modes The parser is line-based for blocks (headers, code fences, lists, blockquotes) and regex-based for inline (bold, italic, links, code spans). Each block element gets recognized on its first line, then the parser advances...

New Google Search Console Message Glitch Gives SEOs A Scare via @sejournal, @martinibuster

A Google Search Console glitch resulted in a message to site owners implying that impressions have only just started being reported. The post New Google Search Console Message Glitch Gives SEOs A Scare appeared first on Search Engine Journal.

Answer engine optimization case studies that prove the ROI of AEO in 2026

AI search is already influencing how buyers discover brands — and the results are measurable. According to the 2026 HubSpot State of Marketing report, 58% of marketers say visitors referred by AI tools convert at higher rates than traditional organic traffic. As platforms like ChatGPT, Perplexity,...

AEO vs. GEO explained: What marketers need to know now

Marketers use AEO and GEO interchangeably, but there is a difference, and that’s what will be defined and explained in this article. In brief, AEO optimizes content for answer boxes and voice search results, while GEO targets AI chatbot citations and generated summaries.

SEO audits: How to conduct one that drives traffic growth [+ checklist]

At its core, an SEO audit is a step-by-step review of your website’s technical health, content quality, and search visibility. An SEO audit identifies technical, on-page, content, and link issues on a website. It helps SEO teams identify, prioritize, and fix the issues that block traffic, rankings,...

8 generative engine optimization best practices your strategy needs

Despite what the headlines would have you believe, artificial intelligence (AI) isn’t new. The term and early technology date back to the 1950s, but generative AI (which emerged in the 2010s) is undeniably new terrain.

OIDC support for Dependabot and code scanning

Dependabot and code scanning now support OpenID Connect (OIDC) authentication for private registries configured at the organization level, eliminating the need to store long-lived credentials as repository secrets. What’s new… The post OIDC support for Dependabot and code scanning appeared first on...

Deployment context in repository properties and alerts

Artifact and deployment context now appears in two new places: repository properties and security alert pages. Repository properties: deployable and deployed Two new built-in repository properties—deployable and deployed—are now available.… The post Deployment context in repository properties and...

Google Chrome Skills Turn Gemini Prompts Into Reusable Workflows via @sejournal, @MattGSouthern

Google is rolling out Skills to Gemini in Chrome on desktop, letting users save prompts as reusable one-click tools and run them across selected tabs. The post Google Chrome Skills Turn Gemini Prompts Into Reusable Workflows appeared first on Search Engine Journal.

How HubSpot became the #1 CRM in AI search [A case study]

Today, more and more buyers are beginning their journey with an AI-search. They may ask ChatGPT to compare products or use an AI-powered platform like Perplexity. Or, they're just Googling an offering and reading the AI Overview, all without clicking a link. HubSpot realized that our buyers were...

Link code scanning alerts to GitHub Issues

You can now link code scanning alerts to GitHub Issues, bringing security remediation into your existing planning and tracking workflows. This functionality is in public preview. With this update, you… The post Link code scanning alerts to GitHub Issues appeared first on The GitHub Blog.

Announcing md-to.com in French: The simplest way to convert Markdown!

Hey everyone! 👋 I’ve been working on md-to.com for a while now. It started as a simple project to solve my own headache: finding a fast, clean, and no-nonsense way to turn Markdown into beautiful PDFs, HTML, or Word docs without the "bloat." Since then, the community support has been amazing. One...

Hack the AI agent: Build agentic AI security skills with the GitHub Secure Code Game

Learn to find and exploit real-world agentic AI vulnerabilities through five progressive challenges in this free, open source game that over 10,000 developers have already used to sharpen their security skills. The post Hack the AI agent: Build agentic AI security skills with the GitHub Secure Code...

The attacks on Sam Altman are a warning for the AI world

Before allegedly throwing a Molotov cocktail at OpenAI CEO Sam Altman's home, the 20-year-old accused attacker wrote about his fear that the AI race would cause humans to go extinct, the San Francisco Chronicle found. Two days later, Altman's home appeared to be targeted a second time, according to...

Secret scanning pattern updates and product improvements

This week, we’re rolling out several improvements to our detection coverage, APIs, and workflows. These improvements strengthen our continued investment in the developer experience of our secret scanning features. Built… The post Secret scanning pattern updates and product improvements appeared...

Chrome now lets you turn AI prompts into repeatable ‘Skills’

Google is launching a new Chrome workflow feature that allows you to reuse your favorite Gemini commands across multiple webpages. Any AI prompts can now be saved as "Skills" in the Chrome desktop browser, letting you instantly run them across any tabs you select. "Until now, repeating an AI task -...

Your Webinar Program Isn’t Working? (So, Copy Ours) via @sejournal, @hethr_campbell

5 years ago, I stepped into the role of webinar ringmaster. I said yes to moderating, but it was all the background work that gave me butterflies. I’d second and third guess everything. Is the title right? What if it flops? Is the content level right for the attendees? Will the right attendees sign...

What AEO rank trackers measure and why marketers need them

If you’re asking yourself, “How can I measure AEO success?”, AEO rank trackers should be your next investment. They gauge your brand visibility in AI-generated answers, considering metrics like citations, mentions, share of voice, and sentiment.

SBOM exports are now computed asynchronously

Software Bill of Materials (SBOM) exports from repository pages and new API endpoints are now asynchronous operations. Previously, navigating to a repository’s dependency graph page and clicking the Export SBOM… The post SBOM exports are now computed asynchronously appeared first on The GitHub Blog.

AEO Insights: Building an Informed Answer Engine Strategy

By now, you know that everyone’s buzzing over answer engine optimization (AEO). So, just what is AEO in marketing? It’s a new way of ensuring your brand shows up in the places your prospects are using more and more: AI tools like Gemini, Perplexity, and ChatGPT. These AEO insights will catch you up...

How to Show Up in ChatGPT Results and Get Noticed by Customers

There’s a lot of conjecture out there about how to show up in ChatGPT results, but if you want advice from a practitioner who’s actually done it, keep reading.

Model selection for Claude and Codex agents on github.com

Model selection is now available for the Claude and Codex third-party coding agents on github.com. Just like Copilot cloud agent, you can now select a model when kicking off a… The post Model selection for Claude and Codex agents on github.com appeared first on The GitHub Blog.

Workflow Automation vs. Orchestration: Architectural Differences That Matter at Scale

Workflow vs. orchestration for engineers: Define terms, avoid tool sprawl, and choose a production control plane with security and reliability.

How exposed is your code? Find out in minutes—for free

The new Code Security Risk Assessment gives you a one-click view of vulnerabilities across your organization, at no cost. The post How exposed is your code? Find out in minutes—for free appeared first on The GitHub Blog.

The FSA framework explained: Why AI engines cite certain brands (and how marketers can use it)

Most marketing teams I talk to are doing genuinely good SEO, and yet when they open ChatGPT or Perplexity and type in the prompts their buyers are actually using, their brand is nowhere to be found. This is the exact problem the FSA Framework was built to solve.

2026 के सर्वश्रेष्ठ SOP दस्तावेज़ीकरण टूल्स: 7 विकल्पों की तुलना

जब टीमें सर्वश्रेष्ठ SOP दस्तावेज़ीकरण टूल्स की खोज करती हैं, तो वे आमतौर पर नाम के सॉफ़्टवेयर उत्पादों की तुलना कर रही होती हैं। क्लाउड सहयोग, वीडियो वॉकथ्रू, AI एकीकरण, अनुपालन-सुरक्षित स्थानीय संग्रहण, और प्रशिक्षण वर्कफ़्लो — ये सभी विकल्प को अलग-अलग दिशाओं में खींचते हैं। यहाँ 2026 में उपलब्ध...

Google simplifies enhanced conversions in Ads

Google is streamlining enhanced conversions, improving accuracy while reducing setup complexity for advertisers The post Google simplifies enhanced conversions in Ads appeared first on MarTech.

Why File Paths Are Not Enough for AI Knowledge

Your docs may look organized to humans and still be structurally unreliable for AI. When humans navigate documentation, file paths often feel sufficient. We can infer a lot from folder names. We can guess where a document moved. We can compensate when naming is inconsistent. Even when links break,...

Has Google’s AI watermarking system been reverse-engineered?

A software developer claims to have reverse-engineered Google DeepMind's SynthID system, showing how AI watermarks can be stripped from generated images or manually inserted into other works. A claim that, according to Google, isn't true. The developer, going by the username Aloshdenny, has...

Shorter, Focused Content Wins In ChatGPT via @sejournal, @Kevin_Indig

Learn why covering fewer subtopics can outperform exhaustive guides in ChatGPT citations, backed by large-scale data. The post Shorter, Focused Content Wins In ChatGPT appeared first on Search Engine Journal.

AI rewards brand meaning and punishes everything else

As AI reshapes discovery, brands built on transactions lose ground. Use this prompt to test and strengthen your brand’s visibility. The post AI rewards brand meaning and punishes everything else appeared first on MarTech.

How’s your martech stack shaping up?

Everyone thinks their martech stack is a little broken. But how broken, exactly — and compared to whom? The post How’s your martech stack shaping up? appeared first on MarTech.

Generate Terminal Recordings for Your CLI Docs Without Touching asciinema

CLI documentation has a trust problem. Users read your examples, try to reproduce them, and get different output. Screenshots go stale the moment a flag name changes. And asking developers to manually record terminal sessions with asciinema is a workflow that doesn't scale. I solved this by...

Marketing looks successful, but misses what matters

Marketing's drift toward optics and internal validation, leaves teams disconnected from revenue and the fundamentals that drive real growth. The post Marketing looks successful, but misses what matters appeared first on MarTech.

GitHub Code Quality: Improvements to standard findings in public preview

We’ve updated the GitHub Code Quality experience to make it easier to navigate and triage findings across your repository. GitHub Code Quality standard findings help you detect potential reliability and… The post GitHub Code Quality: Improvements to standard findings in public preview appeared...

How To Break Through An Affiliate Site Plateau & Find New Growth – Ask An SEO via @sejournal, @rollerblader

Get actionable ways to break affiliate plateaus using data, audience research, and new content distribution channels. The post How To Break Through An Affiliate Site Plateau & Find New Growth – Ask An SEO appeared first on Search Engine Journal.

Google Lists 9 Scenarios That Explain How It Picks Canonical URLs via @sejournal, @martinibuster

Google's John Mueller lists nine scenarios that lead Google to choose one URL as the canonical over another. The post Google Lists 9 Scenarios That Explain How It Picks Canonical URLs appeared first on Search Engine Journal.

How Google’s removal tools work for SEO and reputation management by Erase Technologies

A practitioner’s guide to deindexing, removal requests, and managing client search results. The post How Google’s removal tools work for SEO and reputation management appeared first on MarTech.

I Audited 30 Developer Documentation Sites. Here's What the Best Ones Do Differently.

Over the past two months I've been reviewing public developer documentation. Thirty sites. Some from companies you've heard of. Some from startups whose documentation is better than companies ten times their size. I went through each one as a developer would - tried the quickstart, searched for...

ReadMe for Github

I Built a System That Turns Any Project Into a Production-Grade README Most developers don’t struggle with building projects. You build something meaningful: Solid logic Clean implementation Interesting idea But your README ends up looking like this: Project: AI Tool This project uses machine...

I tried Karpathy's LLM Wiki pattern on my AWS consulting work — here's what changed

I tried Karpathy's LLM Wiki principle on my own AWS consulting work a few weeks ago, and I can't go back. If you missed it, Andrej Karpathy published a short gist called LLM Wiki: A Pattern for Persistent Knowledge Bases. His thesis: instead of using RAG to re-derive answers from raw sources on...

Daniel Moreno-Gama is facing federal charges for attacking Sam Altman’s home and OpenAI’s HQ

Daniel Moreno-Gama is now facing federal charges after allegedly traveling from Texas to California with the intent to kill OpenAI CEO Sam Altman. On April 10th, he was arrested after throwing a Molotov cocktail at OpenAI CEO Sam Altman's home and attempting to break into OpenAI's headquarters....

Trusted access for the next era of cyber defense

OpenAI expands its Trusted Access for Cyber program, introducing GPT-5.4-Cyber to vetted defenders and strengthening safeguards as AI cybersecurity capabilities advance.

Copilot data residency in US + EU and FedRAMP compliance now available

GitHub Copilot now supports data residency for US and EU regions, ensuring all inference processing and associated data stay within your designated geography. For US government customers, all model hosts… The post Copilot data residency in US + EU and FedRAMP compliance now available appeared first...

AI influencers are ‘everywhere’ at Coachella

Coachella kicked off on Friday, and as usual, it's the place to be for online influencers looking to show off their memorable experiences at the festival. A quick scroll through my social media feeds has already shown me many uncannily attractive figures in glitzy outfits, posing for perfectly...

Fix merge conflicts in three clicks with Copilot cloud agent

You can now fix merge conflicts in three clicks with the new Fix with Copilot button on github.com, powered by Copilot cloud agent. Click the button, and a comment is… The post Fix merge conflicts in three clicks with Copilot cloud agent appeared first on The GitHub Blog.

New Google Spam Policy Targets Back Button Hijacking via @sejournal, @MattGSouthern

Google added back button hijacking to its malicious practices spam policy. Enforcement starts June 15, 2026. Sites have two months to remove offending code. The post New Google Spam Policy Targets Back Button Hijacking appeared first on Search Engine Journal.

Read OpenAI’s latest internal memo about beating the competition — including Anthropic

OpenAI released a report breaking down how people use ChatGPT and who they are. | Image: The Verge OpenAI's chief revenue officer, Denise Dresser, sent a four-page memo to employees on Sunday about the company's strategic direction, emphasizing the need to lock in users and grow its enterprise...

Microsoft is testing OpenClaw-like AI bots for Copilot

Microsoft is looking into ways it can integrate OpenClaw-style features into its Copilot AI assistant, according to a report from The Information. The test reportedly comes as part of efforts to make Microsoft 365 Copilot "run autonomously around the clock" while completing tasks on behalf of...

I Built an AI CLI Tool That Generates Beautiful READMEs Automatically

We've all been there: you finish building an amazing project, push it to GitHub, and then... stare at a blank README. Writing good documentation is: 😩 Time-consuming (who wants to write installation steps?) 🤔 Mental overhead (what should I include? How do I structure it?) ⏰ Often skipped (the...

GitHub for Beginners: Getting started with GitHub Pages

Learn how to create a free website for any repository on GitHub Pages. The post GitHub for Beginners: Getting started with GitHub Pages appeared first on The GitHub Blog.

Remote control CLI sessions on web and mobile in public preview

The Copilot CLI is no longer a purely local experience. Today we’re launching copilot --remote: With remote capabilities, you can now monitor and steer a running CLI session directly from… The post Remote control CLI sessions on web and mobile in public preview appeared first on The GitHub Blog.

R Markdown Themes

R Markdown is one of the best tools for creating technical reports — but the default theme often looks outdated. In this guide, I’ll show you how to build a simple, reusable R Markdown theme you can apply to any project. --- title: "Clean R Markdown Theme" author: "Your Name" output: html_document:...

Mark Zuckerberg is reportedly building an AI clone to replace him in meetings

Meta CEO Mark Zuckerberg could soon have an AI clone of himself to interact with and provide feedback to employees, according to a report from the Financial Times. Sources tell the outlet that Meta is training the AI avatar on Zuckerberg's image and voice, along with his mannerisms, tone, and...

The Dangerous Seduction Of Click-Chasing

News publishers chasing SEO-driven clicks often sacrifice audience trust, and pay the price when rankings collapse. The post The Dangerous Seduction Of Click-Chasing appeared first on Search Engine Journal.

How To Measure PPC Performance When AI Controls The Auction via @sejournal, @brookeosmundson

Measure PPC performance in 2026 with AI-driven auctions, smarter attribution, profit-based metrics, and reporting frameworks built for Google Ads automation and AI search. The post How To Measure PPC Performance When AI Controls The Auction appeared first on Search Engine Journal.

Google’s Task-Based Agentic Search Is Disrupting SEO Today, Not Tomorrow via @sejournal, @martinibuster

A recent announcement by Google signals the start of a massive change in how the internet and search work. The post Google’s Task-Based Agentic Search Is Disrupting SEO Today, Not Tomorrow appeared first on Search Engine Journal.

How AI Chooses Which Brands To Recommend: From Relational Knowledge To Topical Presence via @sejournal, @Dixon_Jones

Research on language models reveals how brands win or lose in AI-generated recommendations based on association strength. The post How AI Chooses Which Brands To Recommend: From Relational Knowledge To Topical Presence appeared first on Search Engine Journal.

Sam Altman reportedly targeted in second attack

Sam Altman was seemingly targeted by a second attack on Sunday morning, with two suspects arrested following a shooting at his Russian Hill residence, The San Francisco Standard reports. The suspects were arrested and charged with negligent discharge, according to a police report on the incident,...

Enterprises power agentic workflows in Cloudflare Agent Cloud with OpenAI

Cloudflare brings OpenAI’s GPT-5.4 and Codex to Agent Cloud, enabling enterprises to build, deploy, and scale AI agents for real-world tasks with speed and security.

Markdown Cheat Sheet: Complete Syntax Guide with Examples (2026)

Markdown is everywhere — GitHub READMEs, documentation, blog posts, Discord, Reddit, Notion, and more. Yet many developers only know the basics. This complete cheat sheet covers everything from headings to advanced features like footnotes, task lists, and diagrams. Bookmark this for reference —...

Visual SOP Documentation: Screenshots, Recordings, Triggers, and Scale

Visual SOPs use screenshots, annotations, or recordings to show a task instead of only describing it. They work best as a support layer, not as the only source of truth. Interface-heavy work where location matters First-run training for new operators Decision points easier to show than describe...

SOP Version Control: Review Cycles, Change Logs, and Archiving

Good SOP version control means one source of truth, controlled versions, visible change history, defined review dates, and a clear archive path for retired procedures. Unique document ID Version number Named owner and approver Effective date and last reviewed date Short change log Archive of...

SOP Compliance for Regulated Industries: Audit Trails, eSignatures, and Part 11

Regulated teams need controlled records, approvals, training evidence, audit trails, retention rules, and electronic signature support. Role-based access control Approval workflows and controlled release Audit trail for edits, approvals, and acknowledgements Training records tied to the exact SOP...

Read-and-Understand Attestations: What They Are and How to Use Them

A read-and-understand attestation is a dated acknowledgement that a named person reviewed a specific SOP version. It proves acknowledgement. It does not prove competence. User identity SOP title and unique document ID Version number Date and time of acknowledgement Status (completed, overdue, or...

Microsoft MarkItDown: Convert Any Document to Markdown (103K GitHub Stars)

Microsoft MarkItDown: 모든 문서를 마크다운으로 변환하는 오픈소스 도구 Microsoft AutoGen 팀이 개발한 MarkItDown은 PDF, Word, PowerPoint, Excel, 이미지, 오디오 등 12가지 이상의 파일 포맷을 마크다운으로 변환하는 경량 Python 유틸리티입니다. GitHub Stars 10만 3천개를 돌파하며 Microsoft 최근 오픈소스 중 가장 빠르게 성장한 프로젝트로, AI 파이프라인과 텍스트 분석에 최적화되어 있습니다. MarkItDown은 다양한 비정형 문서를...

How AI Agents See Your Website (And How To Build For Them) via @sejournal, @slobodanmanic

Websites built with semantic HTML, accessible patterns, and visible server-rendered content are better positioned for the agentic web. The post How AI Agents See Your Website (And How To Build For Them) appeared first on Search Engine Journal.

I built a lightweight Markdown editor (~15 MB) with live preview, KaTeX, and Mermaid support

Hey r/markdown! I've been working on SoloMD, a cross-platform Markdown editor focused on simplicity. Key features: Live preview (markers hide when cursor leaves the line) KaTeX math rendering ($E=mc^2$) Mermaid diagrams Focus mode & typewriter mode Export to HTML/PDF/DOCX Multi-encoding support...

What Pichai’s Interview Reveals About Google’s Search Direction via @sejournal, @MattGSouthern

Sundar Pichai outlines search as an “agent manager,” signaling a shift from link-based results to task completion and multi-step workflows. The post What Pichai’s Interview Reveals About Google’s Search Direction appeared first on Search Engine Journal.

Gemini's Raw Markdown Output Woes: Essential Workarounds for Google Workspace Users

Gemini's Raw Markdown Output Challenge for Workspace Users Google Gemini has rapidly become an essential resource for many Google Workspace users, simplifying tasks like drafting emails and generating intricate code snippets. Its capability to swiftly produce content offers a significant boost to...

GitHub Copilot CLI for Beginners: Getting started with GitHub Copilot CLI

GitHub for Beginners: Getting started with the GitHub Copilot CLI, a step-by-step tutorial. The post GitHub Copilot CLI for Beginners: Getting started with GitHub Copilot CLI appeared first on The GitHub Blog.

What I Learned About The Future Of Search And AI From Sundar Pichai’s Latest Interview via @sejournal, @marie_haynes

Explore key takeaways from Sundar Pichai on agentic systems, robotics, and the future of AI-driven search and productivity. The post What I Learned About The Future Of Search And AI From Sundar Pichai’s Latest Interview appeared first on Search Engine Journal.

Core Update Done, GSC Bug Fixed, Mueller On Gurus – SEO Pulse via @sejournal, @MattGSouthern

Google's March core update finished rolling out. A Search Console bug inflated impressions for nearly a year. Pichai warns AI will break software security. The post Core Update Done, GSC Bug Fixed, Mueller On Gurus – SEO Pulse appeared first on Search Engine Journal.

Google’s Push For Data Strength Is Really A Push For Better Bidding via @sejournal, @brookeosmundson

Google is doubling down on Data Strength as conversion signals become more critical to bidding, performance, and how campaigns are optimized. The post Google’s Push For Data Strength Is Really A Push For Better Bidding appeared first on Search Engine Journal.

Google Answers If Outbound Links Pass “Poor Signals” via @sejournal, @martinibuster

Google's Mueller answers whether links pass negative signals and says unhelpful links may be ignored. The post Google Answers If Outbound Links Pass “Poor Signals” appeared first on Search Engine Journal.

Hello World! Building tools to filter the noise (and sharing the open-source code)

Hey DEV community! I’ve been lurking here for a while, reading up on architecture patterns and soaking up the knowledge, but I figured it was finally time to step out of the shadows, introduce myself, and share a couple of the things I’m hacking on. Weeklymark (Open Source) WeeklyMark...

Responsible and safe use of AI

Learn how to use AI responsibly with best practices for safety, accuracy, and transparency when using tools like ChatGPT.

Research with ChatGPT

Learn how to research with ChatGPT using search and deep research to find up-to-date information, analyze sources, and generate structured insights.

Prompting fundamentals

Learn prompting fundamentals and how to write clear, effective prompts to get better, more useful responses from ChatGPT.

ChatGPT for customer success teams

Learn how customer success teams use ChatGPT to manage accounts, improve communication, reduce churn, and drive adoption and renewals.

ChatGPT for managers

Learn how managers use ChatGPT to prepare for conversations, write clear feedback, stay organized, and improve team effectiveness.

Using projects in ChatGPT

Learn how to use orojects in ChatGPT to organize chats, files, and instructions, manage ongoing work, and collaborate more effectively.

AI fundamentals

Learn what AI is, how it works, and how tools like ChatGPT use large language models. A clear, beginner-friendly guide to understanding artificial intelligence.

Financial services

Explore AI resources for financial services, including prompt packs, GPTs, guides, and tools to help institutions deploy and scale AI securely.

Getting started with ChatGPT

Learn how to use ChatGPT, start your first conversation, and discover simple ways to write, brainstorm, and solve problems with AI.

Healthcare

Explore how clinicians use ChatGPT to support diagnosis, documentation, and patient care with secure, HIPAA-compliant AI tools.

Our response to the Axios developer tool compromise

OpenAI responds to the Axios supply chain attack by rotating macOS code signing certificates, updating apps, and confirming no user data was compromised.

ChatGPT for marketing teams

Learn how marketing teams use ChatGPT to plan campaigns, generate content, analyze performance, and move from ideas to execution faster.

ChatGPT for finance teams

Learn how finance teams use ChatGPT to streamline reporting, analyze data, improve forecasts, and communicate insights more clearly.

Applications of AI at OpenAI

Explore how OpenAI products like ChatGPT, Codex, and APIs bring AI into real-world use for work, development, and everyday tasks.

Brainstorming with ChatGPT

Learn how to use ChatGPT to brainstorm ideas, organize thinking, and turn rough concepts into structured, actionable plans.

ChatGPT for sales teams

Learn how sales teams use ChatGPT to research accounts, personalize outreach, manage deals, and improve pipeline and conversion.

Creating images with ChatGPT

Learn how to create and refine images with ChatGPT using clear prompts, iterate on designs, and generate high-quality visuals in minutes.

Writing with ChatGPT

Learn how to use ChatGPT for writing to draft, revise, and refine content with clear structure, tone, and intent.

The Real AI Race Isn't About Models or Data. It's About Context.

Every company I talk to right now is convinced they have an AI problem.

AEO strategy for SaaS: 6 tactics that convert prospects into trials

An AEO strategy for SaaS won’t stray too far away from a good SEO strategy, but some tactics benefit AI search more than others, and it helps to know what these are. We all know that AI has shifted how brands earn visibility, and how visibility doesn’t equal clicks. But for SaaS, the way buyers...

Orchestration vs. Choreography: Which One to Choose – or Use Both?

Microservices orchestration vs. choreography: Compare sagas and see how security and observability shape failure modes, hybrid patterns, and decision matrix.

GitHub availability report: March 2026

In March, we experienced four incidents that resulted in degraded performance across GitHub services. The post GitHub availability report: March 2026 appeared first on The GitHub Blog.

Waypoint-1.5: Higher-Fidelity Interactive Worlds for Everyday GPUs

Multimodal Embedding & Reranker Models with Sentence Transformers

GitHub Universe is back: We want you to take the stage

Get inspired by five of the most memorable, magical, and quirky Universe sessions to date. The post GitHub Universe is back: We want you to take the stage appeared first on The GitHub Blog.

Loop Marketing vs. traditional marketing: What’s the difference?

Two-thirds of marketers say that marketing has changed more in the past three years than in the past 50. Understanding Loop Marketing versus traditional marketing has become essential for marketers in 2026. The two frameworks differ fundamentally in how brands reach, engage, and retain customers in...

Marketing forecast fundamentals every growth team needs

A marketing forecast estimates future marketing results, such as leads, pipeline, and revenue, using historical data and conversion assumptions. Marketing forecasting connects planned activity to expected outcomes, helping teams understand what performance is likely to look like before campaigns...

Knowing About AI Isn't Enough. Here's How to Actually Use It.

Maybe you’ve opened ChatGPT a handful of times, gotten subpar results, and moved on. Maybe you’ve sat through an AI training or two and thought, “Cool, but how does this actually apply to my job?” Or maybe you’ve bookmarked a dozen AI tools you saw recommended on LinkedIn and haven’t tried a single...

Safetensors is Joining the PyTorch Foundation

Four Strategies to Integrate Markdown into a Word-Centric Workplace

Introduction How do you handle documentation at work? If you're a Qiita user, you might frequently use Markdown. At my workplace, the norm was to write documents in Word. Recently, we've switched to using Markdown, and I'd like to share what steps we took in this process. Note: This article does...

We need re-learn what AI agent development tools are in 2026

This article was written by Andrew Green, technical writer and industry analyst. We pay Andrew, but he refuses to write anything else but his own opinion. The big boys entered the market, OpenClaw appropriated the MCP security strategy, and everyone started vibe coding but only if they already knew...

GitHub Copilot CLI combines model families for a second opinion

Discover how Rubber Duck provides a different perspective to GitHub Copilot CLI. The post GitHub Copilot CLI combines model families for a second opinion appeared first on The GitHub Blog.

Markdown to PDF in Node.js: The API Approach

Here's the usual Markdown-to-PDF pipeline developers end up building: Parse Markdown to HTML with marked or remark Wrap it in a full HTML document with inline styles Launch Puppeteer, navigate to the HTML, call page.pdf() Handle Puppeteer teardown so it doesn't leak memory Debug why code blocks...

Profound vs. AthenaHQ AI: Which AEO platform fits your growth stack?

AI-referred traffic has increased by 600% since January 2025, and marketers are racing to understand what that means for brand discovery. For teams seeking clarity on how AI impacts brand and pipeline means investing in new tools like Profound or Athena AI for Answer Engine Optimization (AEO).

Best workflow automation software: How to choose the right tool for your growth stage

Workflow automation tools automate repetitive business tasks across systems using defined triggers and logic. These platforms link apps, CRM data, and communication channels to execute multi-step processes without manual handoffs — routing a new lead through email nurture, scoring it, and assigning...

AI-driven email personalization strategies that actually work

Email personalization drives measurable revenue impact. According to HubSpot’s 2026 State of Marketing report, 93.2% of marketers say personalized or segmented experiences generate more leads and purchases, and nearly half are exploring AI to scale those efforts.

RAG System Architecture: Components, How To Implement, Challenges, and Best Practices

Build a production-ready RAG system architecture. Understand core components, how to implement, challenges, and best practices.

The uphill climb of making diff lines performant

The path to better performance is often found in simplicity. The post The uphill climb of making diff lines performant appeared first on The GitHub Blog.

Production AI Playbook: Deterministic Steps & AI Steps

Using AI for every workflow step isn't just unnecessary — it's slower, costlier, and less reliable when rule-based logic fits. This post covers practical patterns for combining deterministic and AI steps in n8n, with downloadable templates and hands-on exercises for each.

Production AI Playbook: Introduction

A foundation for anyone new to n8n, covering the platform concepts you'll see throughout the Production AI Playbook series.

How AI improves email deliverability beyond send times

Email deliverability is cumulative, and AI email deliverability optimization works by reinforcing the sending behaviors that mailbox providers already measure over time. Mailbox providers evaluate authentication alignment, complaint rates, engagement patterns, and unsubscribe behavior across...

Welcome Gemma 4: Frontier multimodal intelligence on device

Securing the open source supply chain across GitHub

Recent attacks on open source focus on exfiltrating secrets; here are the prevention steps you can take today, plus a look at the security capabilities GitHub is working on. The post Securing the open source supply chain across GitHub appeared first on The GitHub Blog.

Run multiple agents at once with /fleet in Copilot CLI

/fleet lets Copilot CLI dispatch multiple agents in parallel. Learn how to write prompts that split work across files, declare dependencies, and avoid common pitfalls. The post Run multiple agents at once with /fleet in Copilot CLI appeared first on The GitHub Blog.

Best Content Marketing Tools: The Top 19 for Next-Level Success in 2026

Being a content marketer isn’t easy. You need to be a writer, designer, and editor; have knowledge of user experience, project management, analytics, your industry, and much more. With so many things to juggle, even the best teams are only as effective as the content marketing tools they have at...

Falcon Perception

Any Custom Frontend with Gradio's Backend

Granite 4.0 3B Vision: Compact Multimodal Intelligence for Enterprise Documents

Page Authority: How to Build Pages That Rank

When I first started working in content and weaving SEO into my strategy, I treated Page Authority like a report card: the higher the score, the better I was doing. It took a few humbling ranking losses to a competitor with a lower PA score to make me reconsider.

Training mRNA Language Models Across 25 Species for $165

TRL v1.0: Post-Training Library Built to Move with the Field

Liberate your OpenClaw

Firecrawl + n8n: real-time web data for your AI workflows

Firecrawl is offering 100,000 credits when you connect through n8n Cloud We've partnered with Firecrawl to make it easier than ever to bring web data into your n8n workflows. Connect to Firecrawl in one step, create an account without leaving the canvas, and start building immediately on

A New Framework for Evaluating Voice Agents (EVA)

Build a Domain-Specific Embedding Model in Under a Day

State of Open Source on Hugging Face: Spring 2026

Holotron-12B - High Throughput Computer Use Agent

Introducing Storage Buckets on the Hugging Face Hub

Keep the Tokens Flowing: Lessons from 16 Open-Source RL Libraries

Build Multi-Domain RAG Systems with Specialized Knowledge Bases

In this step-by-step tutorial you'll learn how to route user questions based on context using AI agents, semantic search, and the Pinecone Assistant node.

Production AI Playbook: Human Oversight

Deploying AI without oversight can be a liability. This post covers how to keep humans in control of the decisions that matter, including three practical patterns, a framework for when to apply them, and hands-on templates for deeper exploration.

Ulysses Sequence Parallelism: Training with Million-Token Contexts

LeRobot v0.5.0: Scaling Every Dimension

Bringing Robotics AI to Embedded Platforms: Dataset Recording, VLA Fine‑Tuning, and On‑Device Optimizations

n8n Tunnel Service Discontinued

We are discontinuing the n8n Tunnel Service and the related --tunnel option. This post explains why, what changes for you, and how to set up secure alternatives for local webhook development. TL;DR The n8n Tunnel Service has been disabled and is being discontinued. If you need a public URL

20 Best MCP Servers for Developers: Building Autonomous Agentic Workflows

This guide breaks down the top 20 MCP servers for developers and demonstrates how to orchestrate them with n8n to build reliable, autonomous agentic workflows that run in production.

15 Practical AI Agent Examples to Scale Your Business in 2026

Explore 15 practical AI agent examples across industries and learn how businesses use AI agents to automate and scale workflows with n8n.

How n8n Handles Vulnerability Disclosure - and Why We Do It This Way

As n8n grows, so does the scrutiny our codebase receives from the security community. That is a good thing. In the past months we have published many security advisories, and with that comes natural questions from our users: How much notice will I get before a vulnerability is published? Why

Introducing Chat Hub

If you’ve been following the rise of AI in the workplace, you know the challenge: AI usage is becoming commonplace, but it’s often unmanaged. Chat Hub changes that by providing a single, unified interface for your organization to direct users for all AI-related tasks and processes,

Introducing Custom Project Roles and User Provisioning via SSO, built for Enterprise governance

Projects sit at the heart of how n8n scales inside larger organizations. They are the unit that allows a single n8n instance to be shared safely across teams, business units, and environments, without turning automation into a free-for-all. Each Project acts as an isolated workspace with its own...