Layeroi @layeroi
Your AI agents are spending money. Are they worth it? Layeroi = CFO-readable P&L per agent. Built for the people holding the budget, not the ones writing prompt layeroi.com Global Joined April 2026-
Tweets13
-
Followers0
-
Following62
-
Likes0
The pattern repeats every 10 years in enterprise software. 2010: Cloud was a dev tool. 2015: Cloud became a CFO line item. 2018: SaaS was a dev tool. 2023: SaaS became a CFO line item (hello, Vendr & Zylo). 2024: Agents are a dev tool. 2026: Agents will become a CFO line item. layeroi.com
Every AI infra company is optimizing the wrong metric. • LangSmith: traces • Helicone: logs • Langfuse: prompts Nobody is showing CFOs the P&L. That's not a product gap. That's a category gap. layeroi.com
The quiet truth about agentic AI: 80% of agent calls add zero business value. 15% add marginal value. 5% do all the work. And nobody knows which is which — because the tooling is built for engineers, not for the people holding the budget.
@helicone_ai @langfuse @LangChain @usebraintrust @datadoghq @Dynatrace @newrelic → built for engineers Your CFO has a different question: "Which AI agents make money?" Nobody is answering that yet. We are. layeroi.com
@helicone_ai , @langfuse , @LangChain , @braintrust → built for engineers @datadoghq , @Dynatrace , @newrelic → built for engineers Your CFO has a different question: "Which AI agents make money?" Nobody is answering that yet. We are. layeroi.com
For anyone curious — npm install layeroi-sdk 3 lines of code to wrap your client. Real-time cost per agent, per task. Free to start: layeroi.com
layeroi-sdk v0.2.0 ships with Anthropic support. 3 lines of code, every Claude call attributed: import { layeroi } from 'layeroi-sdk' const claude = layeroi.wrap(new Anthropic(), { agent: 'support' }) OpenAI + Anthropic. Real-time cost per agent. Your CFO will love you. npm install layeroi-sdk
@datadoghq has 27,000 customers watching their LLM traces. Not one of them can tell you which agent is profitable. Traces ≠ P&L. Tokens ≠ ROI. There's a $10B gap between "we have observability" and "we have economics
@sama It’s time each agents prove their cost to return ratio. Track with layeroi now.
@ggerganov @tobi But what are the agents spending, are they saving money or costing money?
Talked to a company yesterday running 4,200 agent calls/day on GPT-4. Monthly cost: $18,400. Business value produced: ~$2,100. They thought they were "scaling AI." They were scaling a leak. If you can't answer "cost per successful agent outcome," you're flying blind. Layeroi.com
Your company is running 1,000s of AI agent calls every day. Your CFO has no idea which ones make money. Your engineers have traces. Your finance team has nothing. Layeroi closes that gap. CFO-readable P&L per agent. Live dashboard in 15 minutes. → layeroi.com
Arize AI @arizeai
5K Followers 164 Following The AI engineering platform for teams shipping reliable AI agents and LLM applications. Also home to @ArizePhoenix.
Vaibhav Sisinty @VaibhavSisinty
174K Followers 553 Following 🔥 Building @GrowthSchoolio | Ex-Uber 📩 Collabs : [email protected] 🔗 Join the worlds largest AI community 👇
LlamaIndex 🦙 @llama_index
121K Followers 39 Following The most accurate agentic OCR platform for production AI. LlamaParse: https://t.co/yQGTiRSNvj Docs: https://t.co/us6GCS1Clb
anand kulkarni 🇺�... @polybot
2K Followers 526 Following I founded Crowdbotics & LeadGenius. ML, social enterprise, crowd computing, polytopes, startups. Sometime Berkeley PhD + YC alum.
langfuse.com @langfuse
6K Followers 679 Following Open source AI engineering platform. Now part of @clickhousedb. We're hiring: https://t.co/k6dgv4dws2
Marc Klingen @marcklingen
4K Followers 1K Following co-founder @langfuse, YC W23, part of @clickhousedb
Harrison Chase @hwchase17
133K Followers 593 Following @LangChain Always hiring: https://t.co/D5Ut3loFO7
Helicone @helicone_ai
6K Followers 28 Following LLMOps platform behind the fastest-growing AI companies. AI Gateway + LLM Observability. Fully open-source.
kache @yacineMTB
408K Followers 7K Following RL, robots, embedded, simulators. prev eng @ x, stripe. 6'3 (height) tensorpunk, Father 2u2 subscribe to read my blog!
Riley Goodside @goodside
232K Followers 4K Following Mostly screenshots of chatbots since 2022. Formerly: Google DeepMind, Scale.
@levelsio @levelsio
965K Followers 3K Following 💸https://t.co/sQ0aiU7v02 📸https://t.co/lAyoqmSBRX $86K/m 🎮https://t.co/tF49atJ396 $44K/m https://t.co/8rYr9A594z $26K/m 🏡https://t.co/1oqUgfD6CZ $21K/m 👙@X $17K/m 🌍https://t.co/UXK5AFqCaQ $12K/m 🏩https://t.co/4p4dzTDVN6 $6K/m
Sahil Bloom @SahilBloom
1.2M Followers 468 Following NYT Bestselling Author of The 5 Types of Wealth. Founder of Wild Roman. Gave up a grand slam on ESPN in 2012 and still waiting for it to land.
Emad @EMostaque
344K Followers 505 Following Building open source AI we own Founder @ii_posts, @StabilityAI Consistent inference is possible.
Ben Tossell @bentossell
201K Followers 582 Following can't code, won't code. builder, investor (dev tools/infra). 3 under 3 👶.
Marc Andreessen 🇺�... @pmarca
6.6M Followers 33K Following You’re not talking to someone who woke up a loser. That loser attitude, that loser premise makes no sense to me.
AK @_akhaliq
529K Followers 3K Following AI research paper tweets, ML @Gradio (acq. by @HuggingFace 🤗) dm for promo ,submit papers here: https://t.co/UzmYN5XOCi
Jay Hack @mathemagic1an
78K Followers 4K Following Head of AI @clickup. Tweets about AI, computing and their impacts on society. Previously founder @codegen / ML @palantir / startups. Not a pseudonym.
Justin Torre @justinstorre
5K Followers 1K Following Build the context layer for AI agents @mintlify • prev founder of @helicone_ai Y23 (aqc) • builder at heart, I miss coding by hand
Honeycomb.io System S... @honeycombio
15K Followers 353 Following The unified, fast, and collaborative observability platform for teams who build and manage software that matters. Follow us on Bluesky @ https://t.co/97usEEIp1h
Torkel Ödegaard @torkelo
4K Followers 298 Following Grafana Labs Co-Founder, Grafana creator & and tech lead. Avid book reader, SciFi fan, coder, guitar player.
Grafana @grafana
73K Followers 166 Following ☁️ Open observability cloud ☁️ Join the Grafana community 👇
Bob O'Brien @rvobrien
3K Followers 4K Following Corporate comms & tech marketing; tweeting about #digital transformation, global business & life in NH. Analyst relations @akamai. Tweets are my own.
Andreas Grabner (aka ... @grabnerandi
5K Followers 334 Following Software Geek & Salsa Dancer @CNCF Ambassador interested in #DevOps #Monitoring #perfmatters #APM #SRE #ChaosEngineering DevRel for @keptnProject & @Dynatrace
Akamai Technologies @Akamai
115K Followers 3K Following We power and protect life online. Global companies trust us to build, deliver, and secure digital experiences — helping billions to live, work, and play online.
Tim Vereecke @TimVereecke
2K Followers 961 Following Loves speeding up websites. Web performance architect @Akamai, also runs https://t.co/mPiq48nQnu and https://t.co/1K6mO9oOGq #WebPerf #PageSpeed #SEO
Katie Gamanji @k_gamanji
17K Followers 424 Following Sailing OSS as Pr Eng | TOC CNCF | C-level OpenUK | Winner #WITAwards & #TechWomen100 | Cloud Native Fundamentals creator Strong advocate for women in STEM
𝙿𝚊𝚟𝚎𝚕 ... @PashaGur
1K Followers 742 Following Father & Hacker, building something new @Tenzai_labs ✳️, Ex CEO @Guardicore, Ex SVP @Akamai.
Fabian Pimminger @i_am_fabs
23K Followers 1K Following AT - WebDev & UX - Hire me - (Berg) Sport - https://t.co/YrFbsWifib - Chief of #hitzesudern - 🐘: @[email protected] - 🌌: @ fabs.bsky .social - he/him
Andy Ellis @csoandy
18K Followers 870 Following Jew. Legendary CISO. Author, 1% Leadership. Parent, Board Director, Investor, Leadership Coach. USAF veteran. 🎗️🤟🏼
OpenFeature @OpenFeature
1K Followers 95 Following Open standard for feature flags, created to support a robust feature flag ecosystem using cloud native technologies. https://t.co/KX2npKlsfH
Rick McConnell @rickmmcc
1K Followers 132 Following CEO of @Dynatrace, Husband. Dad. Cyclist. Passionate about enabling flawless & secure digital interactions in pursuit of a vision where software works perfectly
Rookout (Acquired by ... @rookoutlabs
2K Followers 572 Following Debug anything, anywhere. Effortlessly. ✨ No code changes 🤘No redeployments 💪 #devtool, Made for developers 👨🏽💻 https://t.co/wmx5gONMTh…
@jason @Jason
1.8M Followers 6K Following Host: @twistartups @theallinpod @thisweeknai; I invest in 100 startups a year @launch & @founderuni [email protected] for life
Aaron Levie @levie
3.5M Followers 953 Following ceo @box - your business lives in content. unleash it with AI
Jamin Ball @jaminball
93K Followers 1K Following Partner at Altimeter Capital. Dad to 4 amazing kids. No investment advice, all views personal
Andrej Karpathy @karpathy
4.3M Followers 1K Following
tobi lutke @tobi
515K Followers 2K Following Shopify CEO by day, Dad in evening, hacker at night, Aspiring comprehensivist.
Gergely Orosz @GergelyOrosz
359K Followers 3K Following Writing @Pragmatic_Eng, the #1 software engineering newsletter on Substack. Author of @EngGuidebook. Formerly Uber & Skype.
Matt Turck @mattturck
145K Followers 3K Following VC at @FirstMarkCap. Host: MAD Podcast; Organizer: Data Driven NYC, Author: MAD Landscape.
Olivier Pomel @oliveur
3K Followers 257 Following Co-founder at Datadog. Former Education data wrangler.
Next.js @nextjs
294K Followers 15 Following The React Framework – created and maintained by @vercel.You might like
