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Overheard on a call today: "frankly I was with my Python hat on looking at other frameworks that I was more familiar with, but also kind of realizing that I had a room full of full stack TypeScript developers and for all of the reasons that we would never use Python in production at [FAANG company], using Python was probably not a good idea for this either"
deploy your agents to mastra cloud you can just deploy things
Excited to announce we just released a @mastra "course" But it's unlike any course you have taken before. Take the course right from your IDE and it walks you through writing the code. Here is how it works...
AI Agents Hour, May 15th x.com/i/broadcasts/1…
customer switching from langchain "all we wanted in ai was in mastra"
should you put ai engineer as your job title on linkedin? w/ @abhiaiyer
multi-agent systems are the future of ai applications (with @abhiaiyer)
making a list, checking it twice, my agent will buy her something quite nice never going to gift shop the same again
Ready to up your "vibe coding" game? Join @abhiaiyer and me at our Thursday workshop to learn tips/tricks we are using at @mastra (link below) - Vibe coding isn't just letting AI write your code - it's about creating a collaborative workflow with AI agents - The key difference: "knowing what you want" vs "exploring something new" requires different prompting strategies - Learn how to create detailed checklists for AI to follow when you know the goal - Quick tip: Ask the AI to research first when working on unfamiliar tasks - Join Thursday's workshop to share strategies for getting better results from tools like Cursor and Windsurf
Want to learn how to build voice agents? (with @zammitjames and @dan_gauci from Roark) - The 3 critical components of voice agents - The future is speech-to-speech technology that combines all 3 layers into one - OpenAI's realtime API and Gemini are early players, but production adoption is still limited - Join our Voice Agents Workshop TOMORROW (April 17th) to learn how to build, monitor, and test a voice agent
MCP makes it easy to connect a @mastra agent to all your tools. I'm teaching a workshop on all things MCP. (link below) If you can't wait until Thursday, here's a simple example you can build in 5 minutes to connect an agent to a Google Sheet
AI agents that don't learn from their mistakes are doomed to fail (with @viewerisland from @Gulp_AI) - Gulp's API analyzes agent interactions to improve performance on similar tasks - Unlike RAG or memory solutions, Gulp acts as a proxy layer that rewrites prompts to be more detailed and directed - Traditional memory retrieval suffers from "noise" - returning too much irrelevant information - Real results: GPT-4o-mini with Gulp API achieved nearly 60% performance improvement over standard GPT-4o on web arena benchmarks - The key insight: Bad input equals bad output - focusing on prompt quality rather than fancy infrastructure
The voice AI opportunity is here—but solving the last 20% is where the real challenge lies (with @zammitjames and @dan_gauci from Roark AI) - Voice AI is becoming the new frontier with companies like Roark building "datadog for voice AI" to help developers debug their agents - Popular use cases include lead generation (outbound sales calls) and appointment scheduling for industries like dental clinics and car dealerships - Getting to 80% functionality is easy, but the last 20% is where voice agents struggle significantly - Major issues: 30% of transcriptions are incorrect (some companies hire humans to manually transcribe), conversations deteriorate over time, and tool calling is notoriously inaccurate - Voice agents have trouble recovering when conversations go off-script, leading to hallucinations and poor user experiences
The story of how my @mastra demo video accidentally got 27k views on YouTube 🧵 👇 For the full story and some product demo tips that worked for us
Wondering why your timeline is suddenly flooded with AI-generated visuals? Here's what just happened with GPT-4o. - OpenAI's GPT-4o image generation capabilities are creating a new visual style taking over social media - The new model excels at consistent characters, incorporating text, and following specific prompts - Even with modest design and editing skills, these tools let you create professional content in under 2 hours - This isn't about AI taking jobs - it's about AI users outperforming everyone else - Developers: API access for these capabilities is coming soon
You just can't fully replace the feeling of getting out the whiteboard and drawing an architecture diagram. The only problem, it eventually gets erased and lives on as a photo that no-one looks at again... I used @mastra to turn whiteboard sessions into @excalidraw diagrams.
APIs were built for humans - but LLMs need something different (with @Life_of_Y_ from @wildcard_ai) - OpenAPI specs have decades of experience behind them, but weren't designed with AI agents in mind - Traditional APIs use imperative commands that LLMs struggle to interpret without proper context - The problem: LLMs don't understand concepts like pagination or checkout flows without explicit teaching - Agents.JSON offers "flows" - deterministic sequences of API calls that reduce the need for LLM reasoning - Pre-planning API interactions could save compute across millions of AI agents instead of each one planning at inference time
Websites should have personalized UIs for every single user, not the same UI for everyone (with @mamagnus00 from @browser_use) - Legacy systems (like banks) are already being reimagined with better UIs that fill out the ugly backend forms automatically - First-time Photoshop users face overwhelming interfaces that could be simplified based on their experience level - AI can generate custom UIs on the fly based on user context, preferences, and needs - The future: Hundreds of different UIs for the same website instead of one UI for millions of users - "Generative UIs" could serve as an intermediary between websites and what users actually see
Tishon @TishonixPv
44 Followers 4K Following
🏴�... @PaulieScanlon
3K Followers 2K Following Current: Technical Product Marketing Manager @mastra. Previous: @neondatabase, @CockroachDB, @GatsbyJS.
Kara McCormick @KaraRoain
130 Followers 965 Following Scientist interested in public health, disease surveillance, data visualization, and outreach.
loan phạm @loanphm74913357
1 Followers 4 Following
Cody Alderman @CodyAlde
30 Followers 155 Following
Josh Johnson @imjosh_in
116 Followers 138 Following I like building things that make peoples' lives easier. A proud Yooper gone South. Founding Engineer @alpine4work Prev: @duosec @GatsbyJS @Netlify @beeper
Audiofeed.ai @AudiofeedAI
28 Followers 6 Following A storytelling tool for content marketers and content creators to turn written content into audio and video.
Vikingo @GermancitoDC
343 Followers 4K Following Livin' la vida Linux, Open source enterprice solutions integrator, Drupal Coder, Web Magnifique, Laugh a lot, Enjoy Live
Jack @jackonawalk
473 Followers 1K Following probably on a walk working on @askgrapple this is an urban infill stan account
PlayParcade @PlayParcade
3 Followers 4 Following
Tony Barker @tonypaulbarker
347 Followers 518 Following
Bill Kechagias @vkechagias
60 Followers 791 Following
Phil Wolstenholme @philw_
1K Followers 2K Following Lead frontend eng, https://t.co/exGDNqmh9Y @coopuk @coopdigital. Interested in the web (FE, #a11y, perf), environment, bikes (everyday/utility) and science.
Gabriela @elescritor5
5 Followers 101 Following
Albert Skibinski @askibinski
840 Followers 1K Following Creative developer & entrepeneur. Loves to Learn new stuff. Currently helping people to repair their stuff at startup https://t.co/EZRMryluUZ!
DigitizeWorx @digitizeworx
240 Followers 283 Following Design and Creative Studio - Web Design | UIUX Design | Brading Design | Video Editing | Content Creation - #website #uidesign #branding #graphicdesign
Drupal Contractors @DrupalContract
170 Followers 320 Following Drupal experts, when and how you need them. Scale your team with our help. Talk to us today!
Gaby Richard-Harringt... @gaby13rh
2K Followers 5K Following ISTE & Google Certified. K16 educator, consultant, network weaver. Read, learn, share, create empowered learners. @NE_ISTE pres. #Forward2School! Never Back!
Brian Ensor @Cystinosis79
605 Followers 2K Following Life is what you make it. Do not waste it. Never stop learning. .https://t.co/bXHzbaRD8h
Suraj Paul @suraj_paul
4 Followers 35 Following
Drupal Providence @DrupalPVD
236 Followers 151 Following Drupal meetup for the greater Rhode Island area. Organized by @nathandentzau and @johnpicozzi. Sponsored by @oomphinc.
Jim Fisk @jimafisk
740 Followers 2K Following Here for your #opensource #dev tips. Opinions are not mine. Founder @JantcuTech | Creator @plentico | Organizer @BuildTimeRender
thoogend @thoogend
88 Followers 371 Following Father, husband, brother, son; education technologist, Drupalist, cyclist, photographer
Nick Hope @NicholasHope
440 Followers 662 Following English filmmaker at Bubble Vision. I make videos about marine life, scuba diving and the underwater world. And a little music too.
Sarah Rich @edtechSAE
2K Followers 4K Following Driving Meaningful Change and Empowering Students Through Innovative Learning Models | School & Classroom Redesign Expert | Transforming Education for All
prashant bhanarkar @pariprashant0
1 Followers 42 Following
Sebastiano Riva @sebastiano_riva
54 Followers 127 Following
Doxi @doxigo
438 Followers 2K Following ❎ Stopped touching grass. Building the ultimate invoicing app 🚀 💪 @drupdApp
drupalwork.space @drupalworkspace
6 Followers 107 Following
Monique Gaudin @MoniGD
383 Followers 700 Following AKA #DatGirl Media Production, Educator, Instructional Designer, Stunt Woman, & a WhoDat Dane striving for unicorn status. #CTEMo #CTEisWRS #VegasPBS
Zied @zied_gs
60 Followers 365 Following
Asad Iqbal @asadoo38
76 Followers 658 Following
Rohini Singh @geeni5
651 Followers 1K Following Author, The Time Manipulator's Son. Introducing new concepts to Science Fiction/Fantasy #scifi #tweens #YA #timetravel #space #aliens #TTMS #manipulator
Григорий @gripspb
20 Followers 179 Following
Mastra @mastra
13K Followers 26 Following the typescript framework for building agents by @calcsam @smthomas3 @abhiaiyer @tonykovanen @wardpeet @tylbar and many others
Jack @jackonawalk
473 Followers 1K Following probably on a walk working on @askgrapple this is an urban infill stan account
quso.ai @qusoai
872 Followers 3 Following https://t.co/QaIm1fRSxt is your all-in-one social media AI that grows your business. Trusted and used by 4M+ creators globally.
PlayParcade @PlayParcade
3 Followers 4 Following
Audiofeed.ai @AudiofeedAI
28 Followers 6 Following A storytelling tool for content marketers and content creators to turn written content into audio and video.
Josh Johnson @imjosh_in
116 Followers 138 Following I like building things that make peoples' lives easier. A proud Yooper gone South. Founding Engineer @alpine4work Prev: @duosec @GatsbyJS @Netlify @beeper
Learn Create Build @ImElsieB
146 Followers 148 Following Learn Create Build Academy teaches K-12 students technology skills through game camps and online classes. Tweets are from our Mascot ElsieB #STEM #STEAM #EDTECH
Tumelo k Motlhanke @Mrkev_dj
32 Followers 235 Following
Drupal Central @drupalcentral
238 Followers 230 Following
All Drupal @alldrupal
2K Followers 32 Following Ultimate feed of all things Drupal. Pure knowledge. No noise. By @maciejzgadzajDrupal StackExchange @StackDrupal
363 Followers 0 Following A Q&A site for Drupal developers and administrators
Planet Ubuntu @planetubuntu
46K Followers 0 Following Planet Ubuntu is a window into the world, work and lives of Ubuntu developers and contributors.
Drupal Planet @drupalplanet
12K Followers 2 Following
Nate Lampton @quicksketch
5K Followers 142 Following Lullabot, Drupal Expert and Rabble-Rouser. https://t.co/seeeNmjrfz and Backdrop CMS founder.
hernanibf @hernanibf
456 Followers 492 Following Web, Drupal, Tech. Building Communities, Turning the world in a truly connected place
webchick @webchick
19K Followers 15K Following Lead Community Cat Herder @temporalio. Formerly @aiven_io @MongoDB @Drupal. @OReillyMedia author. Lesbionic Ace Mom. #AuDHD. Gendermeh. Gamer. Views my own.
Dave Reid @davereid
5K Followers 1K Following Lead Engineer for Lullabot, and contributor to open source CMS Drupal. Working hard to become a runner. he/him checks out @[email protected]
Ryan Szrama @ryanszrama
5K Followers 249 Following CEO of @CentarroHQ, building #Drupal Commerce. 🐂 Love my wife and five children; seek to honor God in my work and relationships.
Tobias Sjösten @tobiassjosten
1K Followers 885 Following Web technician, open-source evangelist, and code craftsman. Head of Software Engineering at @STIM_Sweden.
New Relic @newrelic
66K Followers 413 Following The New Relic Intelligent Observability Platform is the only open, AI-strengthened platform designed to unify telemetry and business outcomes.
Actually, @eaton
14K Followers 2K Following Justice advocate, strategy ne'er-do-well, co-founder @autogram_is, co-host @crightcast. Anti-fascist, partner to @sparrowpost. Mastodon: @[email protected]
@[email protected] @chx
5K Followers 119 Following [email protected] The Ghost of Drupal Past. Header: https://t.co/7bkr2DPFfM Fav playlist https://t.co/X9lgPz7MgZ Crypto Antagonist. The horrors persist but so do I
Drupal @drupal
63K Followers 283 Following Follow us on LinkedIn, BlueSky and Mastodon for all the latest updates.Bill Gross @Bill_Gross
226K Followers 2K Following Founder of Technology Incubator Idealab and 100 companies in last 30 years. Tweeting while on my quest for learning in life and at conferences.
T Magazine @tmagazine
1.6M Followers 780 Following Of @nytimes fame. Follow @Tmagazine on Instagram: https://t.co/zW324YWSAw
Tony on the Homestead @TonyBarlow03
1K Followers 1K Following Homesteader at Barlow Roots Homestead, market gardener at Barlow Roots Market, newsletter author at Homestead Roots (sign up at the link below!)
Kevin Rose @kevinrose
1.5M Followers 2K Following building at @basic_in (@digg) | Podcasts: The Kevin Rose Show, Random Show w/ @tferriss. | Ex: @google, Board of Directors: @ouraring, @hodinkee
Zappos.com @Zappos
1.9M Followers 304K Following Your go-to destination for shoes & more! #WinTheDay
Brian Solis @briansolis
255K Followers 4K Following Head of Global Innovation, @ServiceNow | 9x Best-Selling Author | Futurist | Keynote Speaker | Digital Anthropologist | Other Socials @BrianSolis | X's are mine
Econsultancy @Econsultancy
197K Followers 1K Following We empower large organisations to elevate their teams’ capabilities and confidence in marketing and ecommerce.
GoTo @GoTo
41K Followers 3K Following Powering a world of work without limits. For product questions and support ➡ https://t.co/2brr00L7hp
Robert Scoble @Scobleizer
589K Followers 51K Following San Francisco/Silicon Valley AI | Robots, holodecks, BCIs, analysis of new things | Ex-Microsoft, Rackspace, Fast Company | Wrote eight books about the future.
Tim O'Reilly @timoreilly
2.9M Followers 2K Following Founder and CEO, O'Reilly Media. Watching the alpha geeks, sharing their stories, helping the future unfold. Didn't pay for a blue check, cannot make it go away
internetweek @internetweek
11K Followers 2K Following Internet Week celebrates the intersection of technology, business and culture. Internet Week New York's festival returns May 16-22, 2016.
Jeff Keni Pulver 🌻 @jeffpulver
403K Followers 35K Following Internet Pioneer, VoIP; Co-founder, @Vonage. Focus on AI Communication and #vCon. Astrophotographer. Known for “The Pulver Order” issued by @FCC in 2004.#Propeller @TeamPropeller
13 Followers 35 Following Simple Business Management for Service Businesses. We want to take your business online.
Gary Vaynerchuk @garyvee
3.1M Followers 24K Following Family First. CEO of @Vaynermedia. 🐈⬛ Creator of @veefriends. Investor in Twitter, venmo, FB & more. Die hard @NYJets fan. @winetexts @vaynersports



























