Rob Tyrie 🐒🐺 @RobTyrie
AI Thinker. Senior tech executive, advisor and parallel entrepreneur specializing in Platforms for Insurance & Finance. Ideator, Thinker, Maker, Doer. Scale Ups roberttyrie.blogspot.ca Toronto Joined April 2008-
Tweets33K
-
Followers3K
-
Following5K
-
Likes8K
One of the new, buzzy jobs in Silicon Valley is the AI Forward Deployed Engineer (FDE), an engineer who is embedded within a client organization to help customize solutions, such as building and tuning agentic workflows that suit the client’s particular needs. I’ve heard from people who are wondering anew about the FDE career path since OpenAI and Anthropic started building new teams to place FDEs within client organizations. The rise of FDEs for AI workloads is one way AI is creating new jobs (and why the jobpolcalypse narrative of upcoming job market collapse is false -- there will be many AI and non-AI jobs). However, I believe there will be far more AI Engineer jobs than FDEs, as I explain below. The FDE role was pioneered about two decades ago by Palantir, which sent engineers to government locations to work on secure, air-gapped networks. In addition to having good technical skills, FDEs need communication skills and sometimes business skills. For example, they may need to speak with clients to understand their needs, formulate a strategy to prioritize projects, explain complex technology, and respectfully push back if a client asks for something unrealistic. They’re enjoying a resurgence because of the amount of work involved in taking an off-the-shelf LLM and building it into a custom agentic workflow that fits particular business needs. However, I believe the number of AI Engineer jobs will be far larger. A company might accept a few FDEs to be embedded within its organization. But most companies will want far more of their own employees working on their projects. While my organizations do hire FDEs, we hire far more AI Engineers! Also, a common client concern is that it is hard to find vendor-neutral FDEs — they are, after all, there to deeply integrate a particular vendor’s product into a company. In this moment when it’s hard to predict which AI service will be the best one in a year’s time, optionality (the ability to pick whatever vendor turns out to fit best in the future) is very valuable. In contrast, letting FDEs tightly bind a company’s processes significantly reduces optionality. Right now, I see surging demand for AI Engineers who can build software applications using AI software components (like LLM prompting, agentic frameworks, evals, etc.) and effectively use AI coding agents (like Claude Code, Codex, Antigravity CLI, and OpenCode). As the AI Engineer role matures, I expect it to fragment into more specialized roles, like the generic Software Engineer role from decades ago fragmented into frontend, backend, mobile, data engineering, devops, and so on. What will be the future, specialized AI engineering roles? I don’t know. Perhaps there will be AI FDEs, LLMOps Engineers, Evals Engineers, AI Data Engineers, Harness Engineers, and other roles we don’t have names for yet. But for now, I see a lot of AI engineers who are generalists create a lot of value. Skilled AI Engineers are in very high demand! As our field continues to mature over the coming decade, I look forward to new specializations within AI Engineering that create even more job opportunities. [Original text: The Batch newsletter]
15 AI related accounts you should follow on Twitter: 1. @karpathy 2. @fchollet 3. @ylecun 4. @AndrewYNg 5 @rasbt 6. @dair_ai 7. @lilianweng 8. @jeremyphoward 9. @simonw 10. @_akhaliq 11. @ID_AA_Carmack 12. @gwern 13. @goodside 14 @drfeifei 15 @demishassabis Let me know who I missed guys
@IamEmily2050 Done with less words ."description": "A hyper-realistic, 4K, full-body night-time portrait of a 23-year-old Korean private school girl with clear pale skin and long straight black hair tucked behind one ear.", standing at a bus. Stop at night. It's foggy
Gemini Cartoon Experiment..Just works. #gemini #Google #NanobananaAI #ghibli
Was Scallywags.... Now is St Louis. #transformation
Algopreneurship is the future. Every employee has the potential to be a unicorn. Teams will be ultra-lean. Solo-preneur startups will hit unicorn status—AI makes it all possible. #Algopreneurship #Startup
"Artificial intelligence defined. Artificial intelligence is a field of science concerned with building computers and machines that can reason, learn, and act in such a way that would normally require human intelligence or that involves data whose scale exceeds human analysis"
Sweet... Ai leadert
Announcing the winners of the AI Showdown During the weekend Lovable was free to use and users got to choose what AI model to use between @OpenAI, @AnthropicAI, and @Google's top AI models. We ran a dedicated track for each model – and each company (OpenAI, Anthropic, and
Financial Times US Thu, 19 Jun 2025 Meta accused of tempting top OpenAI developers with $100mn sign-on fees... Salaries that are at 250k to a 1.5. Hold the pain. These are singularity wages -- I suppose the code has to work if you pay that much for it ftdigitaledition.onelink.me/i9DX?deep_link…
#idea #Prototype of the day - Friend BnB - why doesn't free sharing exist for people with vacation properties? .... make sure vacancies don't happen and that barter planning can occur - friendbnb.app/property/2
On the solstice: 1. Take stock 2. Reread some of the stuff you wrote 3. Reflect on the actions you took 4. Plan to fix some of the problems 5. Forgive those who may have transgressed 6. Breathe deep 7. Walk for miles 8. Reset for the future 9. Eat simply 10. Sleep for miles
Back into some programming ... .programmatic art, Kusama inspiraton and some dots in motion claude.ai/public/artifac…
Big things are happening in tech! Join us for xLabs Live in Miami on April 30, then Vegas on May 7—CTOs, this is your chance to connect, innovate, and shape the future. Let’s build something great together. #FutureForward #TechLeadership" xwhisperer.com
David Crow @davidcrow
12K Followers 4K Following Connector of dots. Maker of lines. Rider of slopes. Kinda sendy, dad. (he/him) 🇨🇦/acc
Amber Mac @ambermac
121K Followers 36K Following 🤖 Bestselling Author #Digital 👩💻 AI Keynote Speaker, Moderator 🎬 President, AmberMac Media 🎙 The AmberMac Show // SiriusXM 🍵 Sober since 01 🏳️🌈❤️
Ben Lucier @benlucier
3K Followers 3K Following A hyper, helpful, hooligan. Student housing Wi-Fi builder.
Dave Fleet @davefleet
14K Followers 4K Following Head of Global Digital Crisis @ Edelman. Cycling nut; bookworm; videogamer; Brit-nadian. Long-suffering Arsenal fan.
annafoat @annafoat
3K Followers 3K Following lover of ideas. great people w great ideas = 🔥 changing the status quo by design (thinking) @sunlife @westernucs former @blackberry @ibm @communitech
Art Gate @artgatevr
594 Followers 1K Following Access Canadian Art Grants & Innovation Funding Discover over $1 Million in Canadian arts funding opportunities.
Glenn Sumi @glennsumi
15K Followers 4K Following 25 yrs @ Toronto's NOW Mag: thea, comedy, film. Recent words in @TorontoStar @GlobeArts @Variety. [email protected]. He/him. Blog: So Sumi (link below)
Tamera Firman Dunn IR... @tamera
4K Followers 3K Following Mom of twinjas, geek, digital marketing & social media expert. Google & Amazon Certified, Master Mindfulness Practitioner Certified.. Lover of grooves & Mexico.
Sarah Stockdale she/h... @skstock
10K Followers 3K Following "the good witch of growth" Founder, @growclass — helping good people grow their careers. Speaker, Author @wnttathis. Host The Growth Effect @globeandmail
Cosmic Saxon ᛏ ᛉ @TheCosmicSaxon
345 Followers 712 Following Ethnonationalist🩸Canada First🍁 Canada Only🍁 Revolting against the modern world ☸️Pagan☀️I’ve dedicated my entire life to destroying the Liberals
Emma no signal @goemma1221
109 Followers 2K Following emotionally seasonal 🍂 mutuals only but i follow back
Nancy N @Lokmangney1
24 Followers 733 Following sleepy girl with loud playlists 🎧 follow back always
Я гриб @jada_jinew
48 Followers 435 Following
Jurree Ullah @JurreeSheikh
23 Followers 291 Following
Matt Salts @SaltasticTakes
1K Followers 1K Following Proud Dyslexic, Cult of Elon researcher. $TSLA: best part is no part, best Elon is no Elon
Utsav Sanduja @UtsavSanduja
11K Followers 4K Following Indo-Pacific and NatSec Researcher | Founder of HFAF PAC | Featured in @CNBC, @Diplomat_APAC, @NEWSMAX | Signal utsavsanduja.01
Sanskriti (Faved) @sanskritifaved
47 Followers 718 Following Creator Partnerships - [email protected] Official creator outreach account of https://t.co/S0AworklFN
Spencer Shulem @Spshulem
9K Followers 4K Following @ https://t.co/v9uBX1hXUz - Build at the speed of insight / https://t.co/mfEbTXEBWe - ship 3.7x faster w/ agents. Angel. Prev. Exec @ 🦄 & 🐴 & CEO @ WeDo. Playing @Warcraft.
Elizabeth Davidson @DavidsonEli_1
40 Followers 2K Following Bio: Helping High Earners swap Tax Bills for Solar Assets. 📉 Stop losing 50% to the IRS. 📈 Start building 25-year cash flow. Strategies used by Family Offices
mickala @KebedeHabt8214
0 Followers 12 Following
Nevin @NevinWaring
30 Followers 2K Following
eko erwanto @alhadath76tv
294 Followers 2K Following fans @alhadath @papiko7890 @pelin_severgibi @Solithra @ThabitAhmd @YuriaYoshimiya @gontanokoneroku @ParisAMDParis @kim_buduru
Fake Moby @dankocratic
297 Followers 2K Following
Kunwar Yadav (Divorce... @AhirYoddha
47 Followers 2K Following Open for a Rishta with cultured and traditional woman.
The REAL Social Credi... @RealSocred
2K Followers 7K Following The REAL Social Credit is Douglas Social Credit. It is the very opposite of the CCP faux social credit'. It is the antidote to the NWO.
Natalie @David54438872
243 Followers 4K Following Limited Partner and Business Owner. I enjoy the beach, hiking, bold desires, and a sharp tongue
Happy Stars @ThomasBoozer
125 Followers 1K Following Please put me in the mountains under the moonlight, looking for my own light🇺🇸
Elin Briarcliffe @aquauxoo97913
17 Followers 1K Following
VisionaryIsabellaClar... @JwKs0ZnZ1ATfSgy
21 Followers 1K Following Grateful for today, excited for tomorrow. #Goals
Lars Johansson @masao16w
98 Followers 1K Following engineer @ByteroverDev - building a central memory layer for modern dev team | 2.8k stars on Github
DreamerAmeliaHernande... @Poohie6815
20 Followers 2K Following Living life on my own terms Taking life one step at a time
AnnaBenjamin @sJa6Tlr0G4V2Kn
40 Followers 2K Following
ClaireJessie @70334dkYj1E9cK
11 Followers 495 Following
Karen Anne Harrison @KarenAnneH8wy
501 Followers 7K Following
Selena Kyle @afeezSulai85631
242 Followers 1K Following
中国関連株マー... @Maoudaw5118526
39 Followers 2K Following 【完全無料】 25年の株式投資プロチーム（運用資産500億円以上）が提供：毎日の市場分析レポート ＋ 優良成長株のピックアップ。プロの情報を無料で。まずはお気軽にお問い合わせください。
InsureDirect @InsureDirectCom
387 Followers 4K Following Life & Health Agents E&O | As low As $20.48/Month | $256 a year | $51.20 Downpayment | No hidden Fees at all | Only at https://t.co/aXVr3C8qdE
🛸 @e1s4d
117 Followers 595 Following
Arsuru @Arsuru6694366
133 Followers 5K Following
Xaucui @Xaucui328114
83 Followers 3K Following
jessica john @jessicajohn22jj
96 Followers 7K Following
Michel aka Agent B @MichelIvan92347
617 Followers 838 Following My actual focus : practical agentic workflows as in "useful for business" Some older ones : strategy, neuro, geopol, MLAI, intelligence, etc.
Grirtare @GrirtareCIo
74 Followers 1K Following International marriage.Match one to one until you meet the perfect fit.Welcome to inquire via private message.
Saro N @SaroN8360010494
0 Followers 7 Following
Callista Reed @CallistaReedd
128 Followers 5K Following Designer 🌟 Making Your Personal Brand Look as Good as You Actually Are
NeilLaing @OutportDesign
18 Followers 85 Following
Seylawqu @SeylawquAcjty
58 Followers 3K Following
bushmancan @bushmancan
55 Followers 190 Following
Teagen Quilichini @TeagenQ
461 Followers 657 Following plant cell & developmental biologist🔬🌱👩🏻🔬 @usask asst prof 🇨🇦 mom of 3 💙💚💜 Bluesky: @quilichini.bsky.social. Views my own
Andrew Coyne 🇺🇦... @acoyne
170K Followers 2K Following Explorer, founder of Lachine, seigneur of Cataracoui, discoverer of the mouths of the Mississippi.
André Picard @picardonhealth
131K Followers 2K Following André Picard is the health columnist at The Globe and Mail and author of "NEGLECTED NO MORE". I tweet about public health, health policy, and journalism.
Dale Smith @journo_dale
45K Followers 551 Following Freelance journalist in the Parliamentary Press Gallery. Author of The Unbroken Machine. Pedant about civic literacy and Star Wars. Nigellavangelist. 🇨🇦🏳️🌈
David Crow @davidcrow
12K Followers 4K Following Connector of dots. Maker of lines. Rider of slopes. Kinda sendy, dad. (he/him) 🇨🇦/acc
Amber Mac @ambermac
121K Followers 36K Following 🤖 Bestselling Author #Digital 👩💻 AI Keynote Speaker, Moderator 🎬 President, AmberMac Media 🎙 The AmberMac Show // SiriusXM 🍵 Sober since 01 🏳️🌈❤️
Breanna Hughes @unbrelievable
9K Followers 2K Following Co-founder @birdandbeco. Previously Product Leader @joinleague, @universe, @wattpad, @pivotallabs. Co-founder @learningcode.
Theo Moudakis @TheoMoudakis
62K Followers 457 Following Award Winning Editorial Cartoonist, Toronto Star, and National Treasure. Voted Worst Cartoonist by all the Worst People🏆
Ben Lucier @benlucier
3K Followers 3K Following A hyper, helpful, hooligan. Student housing Wi-Fi builder.
John Cutler @johncutlefish
117K Followers 10 Following I like the beautiful mess of product development.| newsletter: https://t.co/tCLvCkCdiS
Dave Fleet @davefleet
14K Followers 4K Following Head of Global Digital Crisis @ Edelman. Cycling nut; bookworm; videogamer; Brit-nadian. Long-suffering Arsenal fan.
City of Toronto 🇨�... @cityoftoronto
484K Followers 198 Following Official #CityOfTO account sharing #TOnews. Monitored Mon-Fri, 8:30 am – 5 pm. Terms of use https://t.co/sD9XCzpRiv. Service request? Visit @311Toronto.
annafoat @annafoat
3K Followers 3K Following lover of ideas. great people w great ideas = 🔥 changing the status quo by design (thinking) @sunlife @westernucs former @blackberry @ibm @communitech
Art Gate @artgatevr
594 Followers 1K Following Access Canadian Art Grants & Innovation Funding Discover over $1 Million in Canadian arts funding opportunities.
John Michael McGrath @jm_mcgrath
29K Followers 4K Following Ontario policy and politics, TVO | [email protected] | jm_mcgrath.01 on signal 'JM will do all the nerdy public policy stuff' -@spaikin
Glenn Sumi @glennsumi
15K Followers 4K Following 25 yrs @ Toronto's NOW Mag: thea, comedy, film. Recent words in @TorontoStar @GlobeArts @Variety. [email protected]. He/him. Blog: So Sumi (link below)
Jennifer Keesmaat @jen_keesmaat
91K Followers 3K Following President and CEO, Collecdev-Markee Developments. Former Chief Planner, Toronto. Distinguished Visitor in Planning Emeritus, University of Toronto. Optimist.
Tamera Firman Dunn IR... @tamera
4K Followers 3K Following Mom of twinjas, geek, digital marketing & social media expert. Google & Amazon Certified, Master Mindfulness Practitioner Certified.. Lover of grooves & Mexico.
Sarah Stockdale she/h... @skstock
10K Followers 3K Following "the good witch of growth" Founder, @growclass — helping good people grow their careers. Speaker, Author @wnttathis. Host The Growth Effect @globeandmail
John Scott-Railton @jsrailton
165K Followers 3K Following Chasing digital badness. Sr. Researcher @citizenlab @UofT @munkschool. Fmr.Ed. @SecPlanner. Tweets mine. Other platforms @jsrailton too.
profdeibert @RonDeibert
23K Followers 3K Following Director @citizenlab, @munkschool, @uoft. OUT NOW: Chasing Shadows (https://t.co/K61e3qMTk3)
FotMob @FotMob
182K Followers 2K Following The essential football app | Download: https://t.co/yZXxPfMMQa
CANMNT @CANMNT_Official
35K Followers 123 Following Official Account of the Canadian Men's National Team 🇨🇦 | Compte officiel de l’Équipe nationale masculine du Canada 🇨🇦 #OurGameNow
Mohamed Salah @MoSalah
19.4M Followers 141 Following
FIFA World Cup 26 Tor... @FWC26Toronto
17K Followers 36 Following The official Twitter account of the FIFA World Cup 26 Toronto™ #WeAre26 https://t.co/9rkJUtrFzg
TSN @TSN_Sports
1.0M Followers 176 Following Canada's Sports Leader. | @SportsCentre | @TSN_PR | @TSNHockey | @BarDown | @JayOnSC | @TSN_Edge | @CFLonTSN | @StatsCentre | @RDSca | @TSNHelp
Google Cloud Tech @GoogleCloudTech
1.3M Followers 2K Following Follow along for how-tos, demos, product news, and more. For company updates, check out @GoogleCloud. Watch #GoogleCloudNext on demand ⬇️
The Information @theinformation
1.0M Followers 704 Following The most authoritative publication tech execs and founders read daily. Sign up: https://t.co/V8AtmraYaA
Garry Tan @garrytan
968K Followers 6K Following President & CEO @ycombinator —Founder @garryslist—Creator of GStack & GBrain—designer/engineer who helps founders—SF Dem accelerating the boom loop
Daniel San @dani_avila7
33K Followers 3K Following Head of AI at https://t.co/3TemmA7EdE | Building Claude Code SubAgents, Skills & Hooks | OSS project https://t.co/pEjytZiAFd | Powered by TS, Python & Vanilla Lattes ☕️
Dominion Society of C... @DominionSoc
31K Followers 3 Following A vanguard movement promoting Canadian nationalism and immigration reform to preserve the distinct Canadian nation.
The Canuck @TheCanuckNYC
680 Followers 65 Following
theScore @theScore
565K Followers 1K Following theScore is the ultimate, personalized mobile sports experience. Download here: https://t.co/FPj22k0xEP. For support, tweet @theScoreHelp.
Linwood Barclay @linwood_barclay
31K Followers 1K Following Crime novelist, ex-columnist, former trailer park operator
𝓖𝓲𝓰𝓪𝓦�... @gigawizardd
2K Followers 663 Following If the era of empire is over, let the era of surrender not replace it. - Johnathan Bowden
Tuur Demeester @TuurDemeester
307K Followers 3K Following "A great sign appeared in heaven: a woman clothed with the sun, with the moon under her feet and a crown of twelve stars on her head."
Henry Shi @henrythe9ths
21K Followers 512 Following AI @ Anthropic. I help founders, write about AI and share lessons from founding https://t.co/JPQUw7ggAp ($200M+ rev/year). Raised $150M in VC. Angel Investor.
🛸 @e1s4d
117 Followers 595 Following
Alex Prompter @alex_prompter
278K Followers 1K Following Human + AI = Superpowers ⚡ Sharing AI Prompts, Systems, Tips & Tricks | @godofprompt (co-founder)
Alberto Cavallo @albertocavallo
18K Followers 215 Following Professor - Harvard Business School. HBS Pricing Lab, InflacionVerdadera, The Billion Prices Project, and Pricestats.
Mustufa Khan @mustufa4socials
9K Followers 463 Following Co-Founder & CEO at @4SocialsHQ | We make B2B companies’ growth predictable with proven content + outbound systems
The AI Colony @TheAIColony
226K Followers 9K Following Home of everything AI — Here to help you use Al to boost your productivity — Daily insights on AI tools & tips || DM for collaborations [email protected]
QG PPC - Parti popula... @ppopulaireca
6K Followers 150 Following Compte Twitter officiel du PPC Suivez notre chef à @MaximeBernier // For the english account follow: @peoplespca https://t.co/vots2WMYKu
Iran's Inglorious War @xWhisperer100
180 Followers 5 Following Iran’s Inglorious War is a memoir chronicling the coming-of-age of a generation caught between revolution and the Iran-Iraq War.
Michel aka Agent B @MichelIvan92347
617 Followers 838 Following My actual focus : practical agentic workflows as in "useful for business" Some older ones : strategy, neuro, geopol, MLAI, intelligence, etc.
Bishal Nandi @LearnWithBishal
120K Followers 381 Following AI-driven Tomorrow 🚀 | Growth Marketer - I help companies leverage AI tools, optimize their marketing & drive revenue growth | *190k+ LinkedIn
Dimitris Papailiopoul... @DimitrisPapail
28K Followers 1K Following Researcher @MSFTResearch, AI Frontiers | Prof @UWMadison (on leave) | babas of Inez Lily.
Adekunle Waliyu @PsychologistAde
720 Followers 2K Following With faith, everything is possible, Though, it takes time. Manchester United Fc
Atakan Bacaksiz @atakanbcksz
2K Followers 3K Following Product Designer by day @VASA_WORKS Motion Designer by night
Min Choi @minchoi
379K Followers 1K Following Building with AI. Sharing what's wild, what's practical, and what's next.
Wojciech Zaremba @woj_zaremba
157K Followers 220 Following AI resilience at OpenAI Foundation Co-Founder of OpenAI https://t.co/OCQ3mpfyyl
DataRepublican (small... @DataRepublican
953K Followers 5K Following I'm just a tool builder. • Elon Musk - “Worth following” • Charlie Kirk - “You're a must follow” • Contact: [email protected] • Substack: datarepublican
Berkeley AI Research @berkeley_ai
281K Followers 464 Following We're graduate students, postdocs, faculty and scientists at the cutting edge of artificial intelligence research.
GREG ISENBERG @gregisenberg
686K Followers 990 Following I drop startup ideas daily. Host @startupideaspod. CEO: @latecheckoutplz we build companies like @ideabrowser, @meetLCA, @boringmarketer etc
Ali Asaria @aliasaria
4K Followers 2K Following Co-Founder of @transformerlab ex CEO of https://t.co/DmXFPG0Mel, https://t.co/lHotbCKhwg. Engineer at heart.
Dan Rockwell @Leadershipfreak
313K Followers 136K Following When you follow me I hope you say that guy made my life better. Top 50 Leadership Expert. Top 30 Leader in Business. Prolific blogger. Co-author of The Vagrant.
President Donald J. T... @POTUS
4.2M Followers 3 Following 45th & 47th President of the United States. The Golden Age of America Begins Right Now.
Sergey Levine @svlevine
132K Followers 144 Following Associate Professor at UC Berkeley Co-founder, Physical Intelligence
Stanford AI Lab @StanfordAILab
259K Followers 337 Following The Stanford Artificial Intelligence Laboratory (SAIL), a leading #AI lab since 1963. ⛵️🤖 Emmy-winning video: https://t.co/lV9smZTC1m
Ian Goodfellow @goodfellow_ian
375K Followers 1K Following Co-founder of stealth startup. Inventor of GANs. Lead author of https://t.co/M6vl8pEQ4I Founding chairman of @pubhealthactionTrends for United States
You might like
