Replit’s CEO says an idea from 1937 could make the org chart obsolete

Source: https://thenewstack.io/replit-self-driving-company/

We value your privacy

We use cookies to enhance your browsing experience, serve personalised ads or content, and analyse our traffic. By clicking "Accept All", you consent to our use of cookies.

Customise Reject All Accept All

Customise Consent Preferences!Image 2

We use cookies to help you navigate efficiently and perform certain functions. You will find detailed information about all cookies under each consent category below.

The cookies that are categorised as "Necessary" are stored on your browser as they are essential for enabling the basic functionalities of the site. ...Show more

Necessary Always Active

Necessary cookies are required to enable the basic features of this site, such as providing secure log-in or adjusting your consent preferences. These cookies do not store any personally identifiable data.

- Cookie BCTempID

- Duration 10 minutes

- Description No description available.

- Cookie __eoi

- Duration 6 months

- Description Description is currently not available.

- Cookie __cf_bm

- Duration 1 hour

- Description This cookie, set by Cloudflare, is used to support Cloudflare Bot Management.

- Cookie _cfuvid

- Duration session

- Description Cloudflare sets this cookie to track users across sessions to optimize user experience by maintaining session consistency and providing personalized services

- Cookie AWSALBCORS

- Duration 7 days

- Description Amazon Web Services set this cookie for load balancing.

- Cookie li_gc

- Duration 6 months

- Description Linkedin set this cookie for storing visitor's consent regarding using cookies for non-essential purposes.

- Cookie __hssrc

- Duration session

- Description This cookie is set by Hubspot whenever it changes the session cookie. The __hssrc cookie set to 1 indicates that the user has restarted the browser, and if the cookie does not exist, it is assumed to be a new session.

- Cookie __hssc

- Duration 1 hour

- Description HubSpot sets this cookie to keep track of sessions and to determine if HubSpot should increment the session number and timestamps in the __hstc cookie.

- Cookie BCSessionID

- Duration 1 year 1 month 4 days

- Description Blueconic sets this cookie as a unique identifier for the BlueConic profile.

- Cookie AWSALB

- Duration 7 days

- Description AWSALB is an application load balancer cookie set by Amazon Web Services to map the session to the target.

- Cookie __Secure-YNID

- Duration 6 months

- Description Google cookie used to protect user security and prevent fraud, especially during the login process.

- Cookie jwtOnAir

- Duration 1 month 1 day

- Description Description is currently not available.

- Cookie jwt

- Duration 1 month 1 day

- Description No description available.

- Cookie csrfToken

- Duration 1 month 1 day

- Description Description is currently not available.

- Cookie _octo

- Duration 1 year

- Description No description available.

- Cookie logged_in

- Duration 1 year

- Description No description available.

- Cookie csrf_token

- Duration session

- Description No description available.

- Cookie token_v2

- Duration 1 day

- Description Description is currently not available.

- Cookie VISITOR_PRIVACY_METADATA

- Duration 6 months

- Description YouTube sets this cookie to store the user's cookie consent state for the current domain.

- Cookie session_tracker

- Duration session

- Description This cookie is set by the Reddit. This cookie is used to identify trusted web traffic. It also helps in adverstising on the website.

- Cookie YSC

- Duration session

- Description YSC cookie is set by Youtube and is used to track the views of embedded videos on Youtube pages.

- Cookie VISITOR_INFO1_LIVE

- Duration 6 months

- Description A cookie set by YouTube to measure bandwidth that determines whether the user gets the new or old player interface.

- Cookie ytidb::LAST_RESULT_ENTRY_KEY

- Duration Never Expires

- Description The cookie ytidb::LAST_RESULT_ENTRY_KEY is used by YouTube to store the last search result entry that was clicked by the user. This information is used to improve the user experience by providing more relevant search results in the future.

- Cookie currency

- Duration session

- Description This cookie is used to store the currency preference of the user.

- Cookie cookieyes-consent

- Duration 1 year

- Description CookieYes sets this cookie to remember users' consent preferences so that their preferences are respected on subsequent visits to this site. It does not collect or store any personal information about the site visitors.

- Cookie test_cookie

- Duration 15 minutes

- Description doubleclick.net sets this cookie to determine if the user's browser supports cookies.

- Cookie pxcts

- Duration session

- Description Description is currently not available.

- Cookie JSESSIONID

- Duration session

- Description New Relic uses this cookie to store a session identifier so that New Relic can monitor session counts for an application.

- Cookie _pxvid

- Duration 1 year

- Description PerimeterX sets this cookie to detect fraud and bot activity.

- Cookie _px3

- Duration 6 minutes

- Description This cookie is set by the Bloomberg to protect the site from BOT attacks.

- Cookie cookietest

- Duration session

- Description The cookietest cookie is typically used to determine whether the user's browser accepts cookies, essential for website functionality and user experience.

- Cookie cookie-consent

- Duration 1 day

- Description No description available.

- Cookie _fs_cd_cp_pRdRgnTnF68pCV2F

- Duration session

- Description Description is currently not available.

- Cookie datadome

- Duration 1 year

- Description This is a security cookie set by Force24 to detect BOTS and malicious traffic.

- Cookie __Secure-ROLLOUT_TOKEN

- Duration 6 months

- Description YouTube sets this cookie to manage feature rollout and experimentation. It helps Google control which new features or interface changes are shown to users as part of testing and staged rollouts, ensuring consistent experience for a given user during an experiment.

- Cookie __Secure-YEC

- Duration past

- Description Description is currently not available.

Functional

- [x]

Functional cookies help perform certain functionalities like sharing the content of the website on social media platforms, collecting feedback, and other third-party features.

- Cookie lidc

- Duration 1 day

- Description LinkedIn sets the lidc cookie to facilitate data center selection.

- Cookie loid

- Duration 1 year 1 month 4 days

- Description This cookie is set by the Reddit. The cookie enables the sharing of content from the website onto the social media platform.

- Cookie lang

- Duration session

- Description LinkedIn sets this cookie to remember a user's language setting.

Analytics

- [x]

Analytical cookies are used to understand how visitors interact with the website. These cookies help provide information on metrics such as the number of visitors, bounce rate, traffic source, etc.

- Cookie taboola_session_id

- Duration session

- Description This cookie is owned by trc.taboola.com and is used to create a temporary session ID to prevent duplicate recommendations from being displayed on the page.

- Cookie _ga_*

- Duration 1 year 1 month 4 days

- Description Google Analytics sets this cookie to store and count page views.

- Cookie _ga

- Duration 1 year 1 month 4 days

- Description Google Analytics sets this cookie to calculate visitor, session and campaign data and track site usage for the site's analytics report. The cookie stores information anonymously and assigns a randomly generated number to recognise unique visitors.

- Cookie __hstc

- Duration 6 months

- Description Hubspot set this main cookie for tracking visitors. It contains the domain, initial timestamp (first visit), last timestamp (last visit), current timestamp (this visit), and session number (increments for each subsequent session).

- Cookie hubspotutk

- Duration 6 months

- Description HubSpot sets this cookie to keep track of the visitors to the website. This cookie is passed to HubSpot on form submission and used when deduplicating contacts.

- Cookie guid

- Duration 1 year

- Description Google sets this cookie to store a unique user identifier that helps track user behaviour and preferences across website visits.

- Cookie ajs_anonymous_id

- Duration Never Expires

- Description This cookie is set by Segment to count the number of people who visit a certain site by tracking if they have visited before.

- Cookie ajs_user_id

- Duration Never Expires

- Description This cookie is set by Segment to help track visitor usage, events, target marketing, and also measure application performance and stability.

- Cookie _gh_sess

- Duration session

- Description GitHub sets this cookie for temporary application and framework state between pages like what step the user is on in a multiple step form.

- Cookie _clck

- Duration 1 year

- Description Microsoft Clarity sets this cookie to retain the browser's Clarity User ID and settings exclusive to that website. This guarantees that actions taken during subsequent visits to the same website will be linked to the same user ID.

- Cookie _clsk

- Duration 1 day

- Description Microsoft Clarity sets this cookie to store and consolidate a user's pageviews into a single session recording.

- Cookie browser_id

- Duration 5 years

- Description This cookie is used for identifying the visitor browser on re-visit to the website.

- Cookie li_alerts

- Duration 1 year

- Description LinkedIn sets this cookie to track impressions of LinkedIn alerts, such as the Cookie Banner and to implement cool-off periods for display of alerts.

- Cookie vuid

- Duration 1 year 1 month 4 days

- Description Vimeo installs this cookie to collect tracking information by setting a unique ID to embed videos on the website.

Performance

Performance cookies are used to understand and analyse the key performance indexes of the website which helps in delivering a better user experience for the visitors.

No cookies to display.

- [x]

Advertisement cookies are used to provide visitors with customised advertisements based on the pages you visited previously and to analyse the effectiveness of the ad campaigns.

- Cookie t_pt_gid

- Duration 1 year

- Description Description is currently not available.

- Cookie muc_ads

- Duration 1 year 1 month 4 days

- Description Twitter sets this cookie to collect user behaviour and interaction data to optimize the website.

- Cookie guest_id_marketing

- Duration 1 year 1 month 4 days

- Description Twitter sets this cookie to identify and track the website visitor.

- Cookie guest_id_ads

- Duration 1 year 1 month 4 days

- Description Twitter sets this cookie to identify and track the website visitor.

- Cookie personalization_id

- Duration 1 year 1 month 4 days

- Description Twitter sets this cookie to integrate and share features for social media and also store information about how the user uses the website, for tracking and targeting.

- Cookie guest_id

- Duration 1 year 1 month 4 days

- Description Twitter sets this cookie to identify and track the website visitor. It registers if a user is signed in to the Twitter platform and collects information about ad preferences.

- Cookie bcookie

- Duration 1 year

- Description LinkedIn sets this cookie from LinkedIn share buttons and ad tags to recognize browser IDs.

- Cookie _gcl_au

- Duration 3 months

- Description Google Tag Manager sets this cookie to experiment advertisement efficiency of websites using their services.

- Cookie t_gid

- Duration 1 year

- Description Taboola sets this cookie by assigning a specific ID for attribution and reporting purposes and to tailor recommendations to the user.

- Cookie _fbp

- Duration 3 months

- Description Facebook sets this cookie to store and track interactions.

- Cookie bscookie

- Duration 1 year

- Description LinkedIn sets this cookie to store performed actions on the website.

- Cookie ttwid

- Duration 1 year

- Description Tiktok sets this cookie to keep track of user authentication and session information.

Uncategorised

Other uncategorised cookies are those that are being analysed and have not been classified into a category as yet.

No cookies to display.

Reject All Save My Preferences Accept All

TNS

Join our community of software engineering leaders and aspirational developers. Always stay in-the-know by getting the most important news and exclusive content delivered fresh to your inbox to learn more about at-scale software development.

EMAIL ADDRESS

REQUIRED

RESUBSCRIPTION REQUIRED

It seems that you've previously unsubscribed from our newsletter in the past. Click the button below to open the re-subscribe form in a new tab. When you're done, simply close that tab and continue with this form to complete your subscription.

RE-SUBSCRIBE

The New Stack does not sell your information or share it with unaffiliated third parties. By continuing, you agree to our Terms of Use and Privacy Policy.

Welcome and thank you for joining The New Stack community!

Please answer a few simple questions to help us deliver the news and resources you are interested in.

FIRST NAME

REQUIRED

LAST NAME

REQUIRED

COMPANY NAME

REQUIRED

COUNTRY

REQUIRED

ZIPCODE

REQUIRED

Great to meet you!

Tell us a bit about your job so we can cover the topics you find most relevant.

What is your job level?

REQUIRED

Which of these most closely describes your job role?

REQUIRED

How many employees are in the organization you work with?

REQUIRED

What option best describes the type of organization you work for?

REQUIRED

Which of the following best describes your organization's primary industry?

REQUIRED

LINKEDIN PROFILE URL

Welcome!

We’re so glad you’re here. You can expect all the best TNS content to arrive Monday through Friday to keep you on top of the news and at the top of your game.

What’s next?

Check your inbox for a confirmation email where you can adjust your preferences and even join additional groups.

Follow TNS on your favorite social media networks.

[](https://hachyderm.io/@TheNewStack)[](https://bsky.app/profile/thenewstack.io)[](https://www.threads.net/@thenewstack)[](https://www.linkedin.com/company/the-new-stack)[](https://twitter.com/thenewstack)[](https://www.facebook.com/thenewstack/)[](https://open.spotify.com/show/2nj1mpDb9jxHxi9vjZvDdk)[](https://www.youtube.com/c/thenewstack?sub_confirmation=1)

Become a TNS follower on LinkedIn.

Check out the latest featured and trending stories while you wait for your first TNS newsletter.

1 of 2

VOXPOP

As a JavaScript developer, what non-React tools do you use most often?

✓

Angular

✓

Astro

✓

Svelte

✓

Vue.js

✓

Other

✓

I only use React

✓

I don't use JavaScript

Thanks for your opinion! Subscribe below to get the final results, published exclusively in our TNS Update newsletter:

SUBMIT

[](https://thenewstack.io/)

NEW! Try Stackie AI

ARCHITECTURE

Cloud Native Ecosystem Containers Databases Edge Computing Infrastructure as Code Linux Microservices Open Source Networking Storage

ENGINEERING

AI AI Engineering API Management Backend development Data Frontend Development Large Language Models Security Software Development WebAssembly

OPERATIONS

AI Operations CI/CD Cloud Services DevOps Kubernetes Observability Operations Platform Engineering

PROGRAMMING

C++Developer tools Go Java JavaScript Programming Languages Python Rust TypeScript

CHANNELS

Podcasts Ebooks Events Webinars Newsletter TNS RSS Feeds

THE NEW STACK

About / Contact Sponsors Advertise With Us Contributions

PODCASTS EBOOKS EVENTS WEBINARS NEWSLETTER CONTRIBUTE

ARCHITECTURE ENGINEERING OPERATIONS PROGRAMMING

Cloud Native Ecosystem Containers Databases Edge Computing Infrastructure as Code Linux Microservices Open Source Networking Storage

[The hidden failure paths that affect Kubernetes control plane availability Oct 27th 2026 10:00am, by Sri Saran Balaji Vellore Rajakumar](https://thenewstack.io/kubernetes-control-plane-failures/)

The next 10 years of KubeVirt Oct 26th 2026 10:00am, by Vladik Romanovsky

[Why Kubernetes autoscalers keep fighting each other (and why the solution must be autonomous) Oct 24th 2026 9:00am, by Nikhil Kurup](https://thenewstack.io/why-kubernetes-autoscalers-fight/)

[The distroless security gap: Why bottom-up containers are the next evolution in OCI images Oct 19th 2026 9:00am, by Lily Rivers-Klee](https://thenewstack.io/distroless-container-security-gap/)

[Scale isn't one number: three ways a Kubernetes control plane runs out of room Oct 18th 2026 10:00am, by Joe Betz and Walter Fender](https://thenewstack.io/scaling-kubernetes-control-planes/)

When “isolated” doesn’t mean isolated: How to sandbox AI agents Oct 27th 2026 9:00am, by Michael Levan

[One pod, one node: The architecture behind serverless Kubernetes on AWS Oct 27th 2026 8:00am, by Sri Saran Balaji Vellore Rajakumar](https://thenewstack.io/serverless-kubernetes-aws-fargate/)

[The distroless security gap: Why bottom-up containers are the next evolution in OCI images Oct 19th 2026 9:00am, by Lily Rivers-Klee](https://thenewstack.io/distroless-container-security-gap/)

[Amazon ECS now auto-repairs failing GPUs and instances. Here's why it matters for SREs. Oct 9th 2026 9:00am, by Anirudh Aithal](https://thenewstack.io/amazon-ecs-auto-repair/)

K3s vs. K8s: When lightweight Kubernetes distros win (and when they don't) Oct 2nd 2026 9:00am, by Peter Smails

Your database decision could come back to haunt you Oct 14th 2026 11:00am, by Meredith Shubel

You can outgrow vanilla Postgres without abandoning Postgres Oct 8th 2026 12:23pm, by Kimberly Fessel

Redis by proxy: Percona targets the last major hurdle to Valkey adoption Oct 8th 2026 2:54am, by Paul Sawers

Use Graph RAG when relationships are part of the evidence Oct 1st 2026 9:30am, by Jeremy Daly

Your AI agent aced the demo. Your data may still derail it. Sep 30th 2026 11:00am, by Kimberly Fessel

Anthropic’s red team ran AI on 15 cheap TV boxes. Then the math got unsettling. Oct 13th 2026 12:40pm, by Amanda Caswell

Kubernetes on cgroup v1 is dead. Here’s what comes next. Oct 9th 2026 4:15pm, by Bill Doerrfeld

Your phone's vector index might be bigger than the AI model running it Oct 6th 2026 2:53pm, by Amanda Caswell

K3s vs. K8s: When lightweight Kubernetes distros win (and when they don't) Oct 2nd 2026 9:00am, by Peter Smails

SpaceX designed an orbital Vera Rubin. Radiation comes next. Aug 31st 2026 2:55pm, by Steven J. Vaughan-Nichols

The API tax: Why AI agents stall without infrastructure context Oct 8th 2026 9:30am, by Oleg Danilyuk

Shai-Hulud: Whoever controls your package registry controls your pipeline Aug 31st 2026 12:00pm, by Zeen Rachidi

DNS is infrastructure. It’s time to manage it that way. Jul 30th 2026 11:00am, by Venus Kohli

Why Terraform is green when your cloud is broken Apr 28th 2026 9:00am, by Joe Karlsson

The one Slack message that proved our elite engineering team was flying blind Apr 26th 2026 11:00am, by Joe Karlsson

A few engineers asked IT for Linux. Then it spread to 200 machines. Oct 23rd 2026 10:00am, by David Eastman

His scanner wouldn’t work on Linux — so he let Claude study the Windows driver Oct 17th 2026 10:30am, by Amanda Caswell

[Linus Torvalds let Claude Code fix the Linux page cache. Then reviewers found a race. Oct 14th 2026 6:59pm, by Amanda Caswell](https://thenewstack.io/torvalds-claude-code-kernel/)

OpenAI's ChatGPT/Codex desktop app is now on Linux Aug 11th 2026 1:53pm, by Frederic Lardinois

[Linux creator Linus Torvalds tells AI haters to walk away from Linux, or go fork it Jul 16th 2026 11:15am, by Adrian Bridgwater](https://thenewstack.io/torvalds-linux-ai-stance/)

Building scalable, agent-friendly APIs for AI applications Oct 8th 2026 7:00am, by Nacho Martínez

Your merge gate was a compromise. Coding agents are making it a liability. Jul 11th 2026 1:00pm, by Arjun Iyer

Tetrate launches open source marketplace to simplify Envoy adoption Mar 11th 2026 10:52am, by Adrian Bridgwater

OpenTelemetry roadmap: Sampling rates and collector improvements ahead Feb 24th 2026 11:00am, by B. Cameron Gain

Merging To Test Is Killing Your Microservices Velocity Dec 16th 2025 7:00am, by Arjun Iyer

Nvidia launches a promptable transcription model Oct 28th 2026 11:00am, by Frederic Lardinois

[“The panic hasn’t turned into patching”: What security researchers really think about the PHP2Shell response Oct 27th 2026 4:54pm, by Steven J. Vaughan-Nichols](https://thenewstack.io/php2shell-unpatched-php-servers/)

The next 10 years of KubeVirt Oct 26th 2026 10:00am, by Vladik Romanovsky

The AI observability race will be won on interoperability Oct 26th 2026 8:00am, by Greg Leffler

PHP2Shell was only the beginning: AI is accelerating the patch race Oct 23rd 2026 10:00am, by Matthew Weier O’Phinney

Why your KubeVirt VMs can’t move between clusters — and how EVPN fixes it Aug 8th 2026 10:00am, by Miguel Duarte Barroso

DNS is infrastructure. It’s time to manage it that way. Jul 30th 2026 11:00am, by Venus Kohli

[From intent to enforcement: Lessons from operating Kubernetes controllers at scale Jul 17th 2026 8:00am, by Sri Saran Balaji Vellore Rajakumar and Jayanth Varavani](https://thenewstack.io/kubernetes-controllers-at-scale/)

What happens when your VPN meets 200 AI agents Jul 14th 2026 2:53pm, by Alex Wilhelm

Cloudflare wants to build the economic layer of the AI web Jul 1st 2026 4:10pm, by Amanda Caswell

AI data lakes are driving new storage demands Oct 8th 2026 10:00am, by Mrinal Kochar

Kubernetes 1.36 restores a lost guarantee for database backups Sep 15th 2026 9:00am, by Shubham Pampattiwar

When AI agent traces become application data Aug 26th 2026 9:00am, by Manveer Chawla

Why Postgres wants NVMe on the hot path, and S3 everywhere else Apr 17th 2026 9:00am, by Alasdair Brown

Scaling Btrfs to petabytes in production: a 74% cost reduction story Mar 18th 2026 5:00am, by Motiejus Jakštys

AI AI Engineering API Management Backend development Data Frontend Development Large Language Models Security Software Development WebAssembly

GitHub saw 7.4B commits in September, adding 4M CPU cores and 160 PB of storage to keep up

Oct 28th 2026 12:10pm, by [Frederic Lardinois](https://thenewstack.io/author/frederic-lardinois/ "Posts by Frederic Lardinois")

Nvidia launches a promptable transcription model

Oct 28th 2026 11:00am, by [Frederic Lardinois](https://thenewstack.io/author/frederic-lardinois/ "Posts by Frederic Lardinois")

“The panic hasn’t turned into patching”: What security researchers really think about the PHP2Shell response

Oct 27th 2026 4:54pm, by [Steven J. Vaughan-Nichols](https://thenewstack.io/author/sjvn/ "Posts by Steven J. Vaughan-Nichols")

“I don’t use Astra every day”: OpenAI developer lead tells TNS why

Oct 27th 2026 10:23am, by [Jennifer Riggins](https://thenewstack.io/author/jennifer-riggins/ "Posts by Jennifer Riggins")

AI is changing Kubernetes; is your platform ready for 2027?

Oct 26th 2026 3:51pm, by [Nick Lucchesi](https://thenewstack.io/author/nick-lucchesi/ "Posts by Nick Lucchesi")

AI agents need to be replaceable – without losing your work

Oct 28th 2026 9:00am, by [Manveer Chawla](https://thenewstack.io/author/manveer-chawla/ "Posts by Manveer Chawla")

Nebius cut rollout collection time by 66.9% — here’s what changed

Oct 27th 2026 11:38am, by [Mark Chillingworth](https://thenewstack.io/author/mark-chillingworth/ "Posts by Mark Chillingworth")

Ex-GitHub CEO launches a GitHub rival that reinvents the pull request

Oct 26th 2026 1:00pm, by [Frederic Lardinois](https://thenewstack.io/author/frederic-lardinois/ "Posts by Frederic Lardinois")

Microsoft’s new voice AI can start working out what you want before you finish speaking

Oct 23rd 2026 8:00am, by [Adrian Bridgwater](https://thenewstack.io/author/adrian-bridgwater/ "Posts by Adrian Bridgwater")

Five AI agent harnesses took the same memory test. The results weren't even close.

Oct 22nd 2026 2:34pm, by [Amanda Caswell](https://thenewstack.io/author/amanda-caswell/ "Posts by Amanda Caswell")

Vercel sets a deadline for vendors to move beyond long-lived keys

Oct 23rd 2026 4:04pm, by [Amanda Caswell](https://thenewstack.io/author/amanda-caswell/ "Posts by Amanda Caswell")

AWS, Upstage and Ollama agree on a decision-model API. OpenAI hasn’t signed on.

Oct 9th 2026 8:00am, by [Janakiram MSV](https://thenewstack.io/author/janakiram/ "Posts by Janakiram MSV")

Building scalable, agent-friendly APIs for AI applications

Oct 8th 2026 7:00am, by [Nacho Martínez](https://thenewstack.io/author/nacho-martinez/ "Posts by Nacho Martínez")

AI agents speed up development — data access slows them down

Oct 1st 2026 7:00am, by [Doug Sillars](https://thenewstack.io/author/doug-sillars/ "Posts by Doug Sillars")

MCP gets AI agents into your APIs. It doesn't decide what they should see.

Sep 29th 2026 9:06am, by [Matt DeBergalis](https://thenewstack.io/author/matt-debergalis1/ "Posts by Matt DeBergalis")

AI agents need to be replaceable – without losing your work

Oct 28th 2026 9:00am, by [Manveer Chawla](https://thenewstack.io/author/manveer-chawla/ "Posts by Manveer Chawla")

Here are the engineering lessons we learned when live-streaming sports to 32 million people

Oct 17th 2026 12:00pm, by [Cynthia Dunlop](https://thenewstack.io/author/cynthiadunlop/ "Posts by Cynthia Dunlop")

You can outgrow vanilla Postgres without abandoning Postgres

Oct 8th 2026 12:23pm, by [Kimberly Fessel](https://thenewstack.io/author/kimberly-fessel/ "Posts by Kimberly Fessel")

Personalization is a ranking problem — architecture makes it work

Jul 23rd 2026 12:00pm, by [Jenny Morris](https://thenewstack.io/author/jenny-morris/ "Posts by Jenny Morris")

Can prompt caching tame RAG costs without sacrificing accuracy?

Jul 23rd 2026 9:00am, by [Emmanuel Akita](https://thenewstack.io/author/emmanuel-akita/ "Posts by Emmanuel Akita")

Only 34% trust synthetic data's referential integrity — and it’s holding adoption back

Oct 16th 2026 11:00am, by [Mayank Ahluwalia](https://thenewstack.io/author/mayank-ahluwalia/ "Posts by Mayank Ahluwalia")

Claude can now build your dashboards

Oct 8th 2026 3:00pm, by [Frederic Lardinois](https://thenewstack.io/author/frederic-lardinois/ "Posts by Frederic Lardinois")

You can outgrow vanilla Postgres without abandoning Postgres

Oct 8th 2026 12:23pm, by [Kimberly Fessel](https://thenewstack.io/author/kimberly-fessel/ "Posts by Kimberly Fessel")

OpenSearch veterans launch Infino. Here's why it matters for agent builders.

Oct 7th 2026 10:25am, by [Adrian Bridgwater](https://thenewstack.io/author/adrian-bridgwater/ "Posts by Adrian Bridgwater")

SAP acquires TechWolf to feed more context into its HR agents

Oct 6th 2026 12:52pm, by [Frederic Lardinois](https://thenewstack.io/author/frederic-lardinois/ "Posts by Frederic Lardinois")

Runway wants to generate software as you use it. Solaris is its first step.

Sep 1st 2026 3:44pm, by [Meredith Shubel](https://thenewstack.io/author/mshubel/ "Posts by Meredith Shubel")

[Astro's GitHub issue backlog is heading to zero for the first time in 5 years. Now Cloudflare is open-sourcing the tool that did it.](https://thenewstack.io/cloudflare-astro-triage-bot/)

Aug 4th 2026 9:00am, by [Paul Sawers](https://thenewstack.io/author/paul-sawers/ "Posts by Paul Sawers")

Your social login buttons run on third-party cookies. FedCM doesn't.

Jul 2nd 2026 10:00am, by [Jeff Hickman](https://thenewstack.io/author/jeff-hickman/ "Posts by Jeff Hickman")

Anthropic overhauled Claude Design to fix the handoff. A designer and an engineer disagree on whether it worked.

Jun 19th 2026 9:35am, by [Meredith Shubel](https://thenewstack.io/author/mshubel/ "Posts by Meredith Shubel")

Google wants to make the web agent-ready

May 19th 2026 1:45pm, by [Frederic Lardinois](https://thenewstack.io/author/frederic-lardinois/ "Posts by Frederic Lardinois")

“I don’t use Astra every day”: OpenAI developer lead tells TNS why

Oct 27th 2026 10:23am, by [Jennifer Riggins](https://thenewstack.io/author/jennifer-riggins/ "Posts by Jennifer Riggins")

MiniMax M3.1 Flash vs. MiniMax M3: One is cheaper, but not faster or better

Oct 26th 2026 9:30am, by [Jessica Wachtel](https://thenewstack.io/author/jessica-wachtel/ "Posts by Jessica Wachtel")

OpenAI donates Open Responses, its spec for a common LLM API, to the Agentic AI Foundation

Oct 22nd 2026 12:01pm, by [Frederic Lardinois](https://thenewstack.io/author/frederic-lardinois/ "Posts by Frederic Lardinois")

DeepSeek V4.1-Flash-1017 vs. Claude Haiku 5.5: More accurate at a fraction of the price

Oct 22nd 2026 10:22am, by [Jessica Wachtel](https://thenewstack.io/author/jessica-wachtel/ "Posts by Jessica Wachtel")

Gemini 4 Argon vs. Claude Opus 5.5: Half the price and about half as accurate

Oct 18th 2026 11:30am, by [Jessica Wachtel](https://thenewstack.io/author/jessica-wachtel/ "Posts by Jessica Wachtel")

What happens when the agent is long gone, but its access key lives on?

Oct 28th 2026 10:00am, by [Zeen Rachidi](https://thenewstack.io/author/zeen-rachidi/ "Posts by Zeen Rachidi")

From human clicks to agentic velocity: What OpenAI’s 1.2 billion scale means for your auth

Oct 28th 2026 8:00am, by [Damon Tepe](https://thenewstack.io/author/damon-tepe/ "Posts by Damon Tepe")

“The panic hasn’t turned into patching”: What security researchers really think about the PHP2Shell response

Oct 27th 2026 4:54pm, by [Steven J. Vaughan-Nichols](https://thenewstack.io/author/sjvn/ "Posts by Steven J. Vaughan-Nichols")

When “isolated” doesn’t mean isolated: How to sandbox AI agents

Oct 27th 2026 9:00am, by [Michael Levan](https://thenewstack.io/author/michael-levan/ "Posts by Michael Levan")

OpenAI halved its agent’s price. Its own safety report flagged a catch.

Oct 26th 2026 6:14pm, by [Amanda Caswell](https://thenewstack.io/author/amanda-caswell/ "Posts by Amanda Caswell")

[GitHub debuts Copilot Fusion, a new model selection & orchestration system that beats Claude Code for half the API cost](https://thenewstack.io/github-copilot-fusion/)

Oct 28th 2026 12:19pm, by [Meredith Shubel](https://thenewstack.io/author/mshubel/ "Posts by Meredith Shubel")

OpenAI’s COBOL migration score has made a striking leap

Oct 22nd 2026 11:34am, by [Meredith Shubel](https://thenewstack.io/author/mshubel/ "Posts by Meredith Shubel")

AI sped up coding. Sonar instills confidence with verification.

Oct 21st 2026 9:00am, by [Megan Carnegie](https://thenewstack.io/author/megan-carnegie/ "Posts by Megan Carnegie")

Scripted tests can't keep up with AI-written code. Datadog is betting agents can.

Oct 20th 2026 12:49pm, by [Alex Wilhelm](https://thenewstack.io/author/alex-wilhelm/ "Posts by Alex Wilhelm")

How to review AI code without reading the code

Oct 20th 2026 12:00pm, by [Ankit Jain](https://thenewstack.io/author/ankitjain/ "Posts by Ankit Jain")

Edge-forward: Akamai eyes sweet spot between centralized & decentralized AI inference

Apr 1st 2026 7:00am, by [Adrian Bridgwater](https://thenewstack.io/author/adrian-bridgwater/ "Posts by Adrian Bridgwater")

WebAssembly is now outperforming containers at the edge

Mar 29th 2026 9:00am, by [B. Cameron Gain](https://thenewstack.io/author/bruce-gain/ "Posts by B. Cameron Gain")

WebAssembly could solve AI agents' most dangerous security gap

Mar 24th 2026 9:01am, by [B. Cameron Gain](https://thenewstack.io/author/bruce-gain/ "Posts by B. Cameron Gain")

How WebAssembly plugins simplify Kubernetes extensibility

Mar 3rd 2026 2:00pm, by [B. Cameron Gain](https://thenewstack.io/author/bruce-gain/ "Posts by B. Cameron Gain")

WebAssembly is everywhere. Here's how it works

Feb 25th 2026 11:00am, by [Jessica Wachtel](https://thenewstack.io/author/jessica-wachtel/ "Posts by Jessica Wachtel")

AI Operations CI/CD Cloud Services DevOps Kubernetes Observability Operations Platform Engineering

The AI observability race will be won on interoperability

Oct 26th 2026 8:00am, by Greg Leffler

Who on-calls an AI? This is the unresolved crisis of agent ownership

Oct 22nd 2026 11:00am, by Oladimeji Sowole

From feral to fiduciary: making AI agents serve your interests

Oct 21st 2026 10:00am, by Vin Sharma

Your Kubernetes dashboard is green. Your users are seeing red.

Oct 20th 2026 3:02pm, by Chris J. Preimesberger

Most AI incident tools still leave a key decision to humans

Oct 20th 2026 7:13am, by Charles Humble

Vercel sets a deadline for vendors to move beyond long-lived keys

Oct 23rd 2026 4:04pm, by Amanda Caswell

Scripted tests can't keep up with AI-written code. Datadog is betting agents can.

Oct 20th 2026 12:49pm, by Alex Wilhelm

Hackers hijacked 1,900 GitHub accounts. Then they went after 30,000 repos.

Oct 15th 2026 5:13pm, by Amanda Caswell

Anthropic built its own git replacement for AI-scale coding. But you can’t have it.

Oct 15th 2026 10:12am, by Meredith Shubel

66% of billion-dollar companies leave critical bugs unpatched — the part the AI bug-hunting hype leaves out

Oct 14th 2026 1:00am, by Amanda Caswell

Amazon ECS now auto-repairs failing GPUs and instances. Here's why it matters for SREs.

Oct 9th 2026 9:00am, by Anirudh Aithal

How to reassign resource ownership before someone's last day

Sep 29th 2026 10:00am, by Zeen Rachidi

The cloud reduced operational complexity. But many teams need someone to own it completely.

Sep 22nd 2026 10:00am, by Sabari Sawant and Janakiram MSV

AWS open-sources an AI agent it says is 45% cheaper than Claude Code and Codex

Sep 21st 2026 2:30pm, by Paul Sawers

“Dormant deployments were quietly consuming storage”: Why Vercel tightened its free-tier rules

Sep 19th 2026 9:00am, by Meredith Shubel

Most AI incident tools still leave a key decision to humans

Oct 20th 2026 7:13am, by Charles Humble

Amazon ECS now auto-repairs failing GPUs and instances. Here's why it matters for SREs.

Oct 9th 2026 9:00am, by Anirudh Aithal

Harness bought Augment’s coding agents to show them what happens after the merge

Oct 8th 2026 5:38pm, by Amanda Caswell

AI changed how you respond to incidents. Your tabletops haven't caught up.

Oct 8th 2026 9:00am, by Andy Gombar

OpenSSH 10.6 deliberately breaks two features in the name of security

Oct 7th 2026 5:27pm, by Amanda Caswell

The hidden failure paths that affect Kubernetes control plane availability

Oct 27th 2026 10:00am, by Sri Saran Balaji Vellore Rajakumar

One pod, one node: The architecture behind serverless Kubernetes on AWS

Oct 27th 2026 8:00am, by Sri Saran Balaji Vellore Rajakumar

AI is changing Kubernetes; is your platform ready for 2027?

Oct 26th 2026 3:51pm, by Nick Lucchesi

The next 10 years of KubeVirt

Oct 26th 2026 10:00am, by Vladik Romanovsky

Is Kubernetes ready for AI agents?

Oct 25th 2026 10:00am, by Dan Ciruli

The sandbox wasn't enough: Why AI agent governance requires runtime observability

Oct 26th 2026 9:00am, by Manveer Chawla

The AI observability race will be won on interoperability

Oct 26th 2026 8:00am, by Greg Leffler

AI jobs are waiting while GPUs sit idle. Kubernetes has a new plan.

Oct 23rd 2026 3:08pm, by Nick Lucchesi and Bill Doerrfeld

Your Kubernetes dashboard is green. Your users are seeing red.

Oct 20th 2026 3:02pm, by Chris J. Preimesberger

Most AI incident tools still leave a key decision to humans

Oct 20th 2026 7:13am, by Charles Humble

MiniMax just halved its token prices. Your AI agent bill may not follow.

Oct 19th 2026 6:00pm, by Amanda Caswell

Redis by proxy: Percona targets the last major hurdle to Valkey adoption

Oct 8th 2026 2:54am, by Paul Sawers

A live Kubernetes cluster can still have an ownership gap

Oct 1st 2026 11:30am, by Chris J. Preimesberger

The cloud reduced operational complexity. But many teams need someone to own it completely.

Sep 22nd 2026 10:00am, by Sabari Sawant and Janakiram MSV

How to find failures without drowning in tracing data

Sep 3rd 2026 4:17pm, by Alex Wilhelm

What happens when the agent is long gone, but its access key lives on?

Oct 28th 2026 10:00am, by Zeen Rachidi

The hidden failure paths that affect Kubernetes control plane availability

Oct 27th 2026 10:00am, by Sri Saran Balaji Vellore Rajakumar

Building an agentic software factory? Start with the sensor.

Oct 24th 2026 10:00am, by Arjun Iyer

Why Kubernetes autoscalers keep fighting each other (and why the solution must be autonomous)

Oct 24th 2026 9:00am, by Nikhil Kurup

Who on-calls an AI? This is the unresolved crisis of agent ownership

Oct 22nd 2026 11:00am, by Oladimeji Sowole

C++Developer tools Go Java JavaScript Programming Languages Python Rust TypeScript

Open source USearch library jumpstarts ScyllaDB vector search

Feb 5th 2026 12:00pm, by Jelani Harper

AWS WAF vs. Google Cloud Armor: A Multicloud Security Showdown

Nov 25th 2025 10:00am, by Advait Patel

Goodbye Dashboards: Agents Deliver Answers, Not Just Reports

Nov 23rd 2025 9:00am, by Ketan Karkhanis

Rust vs. C++: a Modern Take on Performance and Safety

Oct 22nd 2025 2:00pm, by Zziwa Raymond Ian

Building a Real-Time System Monitor in Rust Terminal

Oct 15th 2025 7:05am, by Tinega Onchari

[GitHub debuts Copilot Fusion, a new model selection & orchestration system that beats Claude Code for half the API cost](https://thenewstack.io/github-copilot-fusion/)

Oct 28th 2026 12:19pm, by Meredith Shubel

Replit’s CEO says an idea from 1937 could make the org chart obsolete

Oct 27th 2026 5:16pm, by Amanda Caswell

AWS says its AI security agent fixes 89% of bugs — but there's a catch

Oct 24th 2026 10:30am, by Amanda Caswell

Google and AWS open new paths for PyTorch beyond Nvidia

Oct 22nd 2026 11:23am, by Meredith Shubel

ElevenLabs wants to run your voice agent. Here's what developers give up.

Oct 20th 2026 2:43pm, by Amanda Caswell

Code that passes every test can still break the next AI agent that touches it

Aug 12th 2026 1:00pm, by Amanda Caswell

Microsoft joins Google in backing Go for AI agents — OpenAI and Anthropic lag