Buying advanced tools and running isolated pilots will not prepare your underlying infrastructure for deployment.
https://cxo.guru/ai-readiness-system
#EnterpriseIT #MachineLearning #InfrastructureScaling #ProductionReady
https://cxo.guru/ai-readiness-system
#EnterpriseIT #MachineLearning #InfrastructureScaling #ProductionReady
September 27, 2026 at 2:45 PM
Buying advanced tools and running isolated pilots will not prepare your underlying infrastructure for deployment.
https://cxo.guru/ai-readiness-system
#EnterpriseIT #MachineLearning #InfrastructureScaling #ProductionReady
https://cxo.guru/ai-readiness-system
#EnterpriseIT #MachineLearning #InfrastructureScaling #ProductionReady
𝐓𝐡𝐞 𝐠𝐚𝐩 𝐛𝐞𝐭𝐰𝐞𝐞𝐧 𝐀𝐈 𝐝𝐞𝐦𝐨𝐬 𝐚𝐧𝐝 𝐩𝐫𝐨𝐝𝐮𝐜𝐭𝐢𝐨𝐧 𝐫𝐞𝐚𝐥𝐢𝐭𝐲 𝐢𝐬 𝐦𝐚𝐬𝐬𝐢𝐯𝐞—𝐚𝐧𝐝 𝐞𝐱𝐩𝐞𝐧𝐬𝐢𝐯𝐞
I've seen too many organizations get excited about impressive AI proof-of-concepts, only to struggle when it's time to deploy them at scale.
Read more here: www.ctipath.com/jy52
#AI #GenerativeAI #ProductionReady
I've seen too many organizations get excited about impressive AI proof-of-concepts, only to struggle when it's time to deploy them at scale.
Read more here: www.ctipath.com/jy52
#AI #GenerativeAI #ProductionReady
June 27, 2025 at 1:28 PM
𝐓𝐡𝐞 𝐠𝐚𝐩 𝐛𝐞𝐭𝐰𝐞𝐞𝐧 𝐀𝐈 𝐝𝐞𝐦𝐨𝐬 𝐚𝐧𝐝 𝐩𝐫𝐨𝐝𝐮𝐜𝐭𝐢𝐨𝐧 𝐫𝐞𝐚𝐥𝐢𝐭𝐲 𝐢𝐬 𝐦𝐚𝐬𝐬𝐢𝐯𝐞—𝐚𝐧𝐝 𝐞𝐱𝐩𝐞𝐧𝐬𝐢𝐯𝐞
I've seen too many organizations get excited about impressive AI proof-of-concepts, only to struggle when it's time to deploy them at scale.
Read more here: www.ctipath.com/jy52
#AI #GenerativeAI #ProductionReady
I've seen too many organizations get excited about impressive AI proof-of-concepts, only to struggle when it's time to deploy them at scale.
Read more here: www.ctipath.com/jy52
#AI #GenerativeAI #ProductionReady
🎞️ Seeed Studio XIAO RP2040 now in Tape & Reel!
This new variant is specifically designed for Surface Mount Technology (SMT) production for seamless integration into automated assembly lines!
👀Learn more: www.seeedstudio.com/Seeed-Studio...
#seeedxiao #seeedstudioxiao #rp2040 #productionready
This new variant is specifically designed for Surface Mount Technology (SMT) production for seamless integration into automated assembly lines!
👀Learn more: www.seeedstudio.com/Seeed-Studio...
#seeedxiao #seeedstudioxiao #rp2040 #productionready
October 14, 2025 at 2:24 AM
🎞️ Seeed Studio XIAO RP2040 now in Tape & Reel!
This new variant is specifically designed for Surface Mount Technology (SMT) production for seamless integration into automated assembly lines!
👀Learn more: www.seeedstudio.com/Seeed-Studio...
#seeedxiao #seeedstudioxiao #rp2040 #productionready
This new variant is specifically designed for Surface Mount Technology (SMT) production for seamless integration into automated assembly lines!
👀Learn more: www.seeedstudio.com/Seeed-Studio...
#seeedxiao #seeedstudioxiao #rp2040 #productionready
Full 8-page audit PDF and due diligence session available before escrow funding.
DM to start. 📩
#AISaaS #SaaSAcquisition #MicroSaaS #OpenAI #BuildVsBuy #EscrowDeal #TechFounder #B2BSaaS #StartupForSale #DigitalAssets #AgentFlow #SaaSDeals #AIStartup #TechTransfer #ProductionReady
DM to start. 📩
#AISaaS #SaaSAcquisition #MicroSaaS #OpenAI #BuildVsBuy #EscrowDeal #TechFounder #B2BSaaS #StartupForSale #DigitalAssets #AgentFlow #SaaSDeals #AIStartup #TechTransfer #ProductionReady
May 13, 2026 at 2:59 PM
Full 8-page audit PDF and due diligence session available before escrow funding.
DM to start. 📩
#AISaaS #SaaSAcquisition #MicroSaaS #OpenAI #BuildVsBuy #EscrowDeal #TechFounder #B2BSaaS #StartupForSale #DigitalAssets #AgentFlow #SaaSDeals #AIStartup #TechTransfer #ProductionReady
DM to start. 📩
#AISaaS #SaaSAcquisition #MicroSaaS #OpenAI #BuildVsBuy #EscrowDeal #TechFounder #B2BSaaS #StartupForSale #DigitalAssets #AgentFlow #SaaSDeals #AIStartup #TechTransfer #ProductionReady
🚀 Marketing-ready looks good in a demo.
✅ Production-ready works in the real world.
At Hilltops IT, we only deliver the latter.
👉 Read why that matters: www.hilltopsit.co.uk/marketing-re...
#SoftwareDevelopment #BusinessTools #ConnectItSoftware #QuoteWerks #B2BTech #ProductionReady #HilltopsIT
✅ Production-ready works in the real world.
At Hilltops IT, we only deliver the latter.
👉 Read why that matters: www.hilltopsit.co.uk/marketing-re...
#SoftwareDevelopment #BusinessTools #ConnectItSoftware #QuoteWerks #B2BTech #ProductionReady #HilltopsIT
October 20, 2025 at 9:02 AM
🚀 Marketing-ready looks good in a demo.
✅ Production-ready works in the real world.
At Hilltops IT, we only deliver the latter.
👉 Read why that matters: www.hilltopsit.co.uk/marketing-re...
#SoftwareDevelopment #BusinessTools #ConnectItSoftware #QuoteWerks #B2BTech #ProductionReady #HilltopsIT
✅ Production-ready works in the real world.
At Hilltops IT, we only deliver the latter.
👉 Read why that matters: www.hilltopsit.co.uk/marketing-re...
#SoftwareDevelopment #BusinessTools #ConnectItSoftware #QuoteWerks #B2BTech #ProductionReady #HilltopsIT
🎞️The Seeed Studio XIAO nRF52840 Tape Reel version based on Nordic Semiconductor's nRF52840 is now available! This version is specifically designed for automated SMT placement and high-volume production.
👀Learn more: bit.ly/42GNQm1
#SeeedXIAO #SeeedStudioXIAO #NordicnRF52840 #ProductionReady
👀Learn more: bit.ly/42GNQm1
#SeeedXIAO #SeeedStudioXIAO #NordicnRF52840 #ProductionReady
October 24, 2025 at 11:57 AM
🎞️The Seeed Studio XIAO nRF52840 Tape Reel version based on Nordic Semiconductor's nRF52840 is now available! This version is specifically designed for automated SMT placement and high-volume production.
👀Learn more: bit.ly/42GNQm1
#SeeedXIAO #SeeedStudioXIAO #NordicnRF52840 #ProductionReady
👀Learn more: bit.ly/42GNQm1
#SeeedXIAO #SeeedStudioXIAO #NordicnRF52840 #ProductionReady
ko-fi.com/s/e7da8d7be8
Production-Ready SaaS Frameworks for Acquisition: A Simple Path to Buying Ready-Built Software IP
#saas #datapipe #ecommerce #stripeflow #propertyintel #realestate #realestateintelligence #chrome #chromeextension #unifyapi #api #scr4k #acquisition #productionready #backend
Production-Ready SaaS Frameworks for Acquisition: A Simple Path to Buying Ready-Built Software IP
#saas #datapipe #ecommerce #stripeflow #propertyintel #realestate #realestateintelligence #chrome #chromeextension #unifyapi #api #scr4k #acquisition #productionready #backend
May 17, 2026 at 12:57 PM
ko-fi.com/s/e7da8d7be8
Production-Ready SaaS Frameworks for Acquisition: A Simple Path to Buying Ready-Built Software IP
#saas #datapipe #ecommerce #stripeflow #propertyintel #realestate #realestateintelligence #chrome #chromeextension #unifyapi #api #scr4k #acquisition #productionready #backend
Production-Ready SaaS Frameworks for Acquisition: A Simple Path to Buying Ready-Built Software IP
#saas #datapipe #ecommerce #stripeflow #propertyintel #realestate #realestateintelligence #chrome #chromeextension #unifyapi #api #scr4k #acquisition #productionready #backend
When it comes to film production, every moment counts! Our specially equipped van is loaded with top-notch lighting gear, we've got you covered. Our expert crew will be there, bringing professional lighting solutions to transform your vision into reality.
#FilmLighting #ProductionReady #FilmCrew
#FilmLighting #ProductionReady #FilmCrew
July 30, 2026 at 1:55 AM
When it comes to film production, every moment counts! Our specially equipped van is loaded with top-notch lighting gear, we've got you covered. Our expert crew will be there, bringing professional lighting solutions to transform your vision into reality.
#FilmLighting #ProductionReady #FilmCrew
#FilmLighting #ProductionReady #FilmCrew
2️⃣ The Solution
path-security neutralizes all known traversal techniques.
Zero dependencies (only anyhow), production-tested, cross-platform.
Perfect for web uploads, archives, and git operations.
#RustLang #CrossPlatform #ProductionReady
path-security neutralizes all known traversal techniques.
Zero dependencies (only anyhow), production-tested, cross-platform.
Perfect for web uploads, archives, and git operations.
#RustLang #CrossPlatform #ProductionReady
October 25, 2025 at 9:54 PM
2️⃣ The Solution
path-security neutralizes all known traversal techniques.
Zero dependencies (only anyhow), production-tested, cross-platform.
Perfect for web uploads, archives, and git operations.
#RustLang #CrossPlatform #ProductionReady
path-security neutralizes all known traversal techniques.
Zero dependencies (only anyhow), production-tested, cross-platform.
Perfect for web uploads, archives, and git operations.
#RustLang #CrossPlatform #ProductionReady
₿ #Crypto
"The Bitcoin advocate is the co-founder of ProductionReady, a non-profit initiative to fund open source development of BTC software and education."
"The Bitcoin advocate is the co-founder of ProductionReady, a non-profit initiative to fund open source development of BTC software and education."
Jimmy Song explains why Bitcoin needs a 'conservative' node client
cointelegraph.com
April 4, 2026 at 7:11 PM
₿ #Crypto
"The Bitcoin advocate is the co-founder of ProductionReady, a non-profit initiative to fund open source development of BTC software and education."
"The Bitcoin advocate is the co-founder of ProductionReady, a non-profit initiative to fund open source development of BTC software and education."
NirDiamant 的 agents-towards-production 專案提供了從原型到企業部署的 GenAI agent 開發教學。內容涵蓋了 stateful workflow、vector memory、即時 web search API 整合，還有 Docker 部署、FastAPI endpoint 建立、安全性考量、GPU 擴展、瀏覽器自動化、fine-tuning、多 agent 協調、可觀測性、評估與 UI 開發。對於想把 agent 導入實際產品的工程師來說，這個專案提供了一整套實作指引。
#LLMAgent #GenAI #ProductionReady #AI開
#LLMAgent #GenAI #ProductionReady #AI開
May 17, 2026 at 7:15 PM
NirDiamant 的 agents-towards-production 專案提供了從原型到企業部署的 GenAI agent 開發教學。內容涵蓋了 stateful workflow、vector memory、即時 web search API 整合，還有 Docker 部署、FastAPI endpoint 建立、安全性考量、GPU 擴展、瀏覽器自動化、fine-tuning、多 agent 協調、可觀測性、評估與 UI 開發。對於想把 agent 導入實際產品的工程師來說，這個專案提供了一整套實作指引。
#LLMAgent #GenAI #ProductionReady #AI開
#LLMAgent #GenAI #ProductionReady #AI開
Not all software is created equal.
Some is built to impress.
Ours is built to perform.
💡 Discover the difference: www.hilltopsit.co.uk/marketing-re...
#TechTips #SoftwareQuality #BusinessSoftware #QuoteWerks #ConnectIt #SaaS #TechForBusiness #ProductionReady
Some is built to impress.
Ours is built to perform.
💡 Discover the difference: www.hilltopsit.co.uk/marketing-re...
#TechTips #SoftwareQuality #BusinessSoftware #QuoteWerks #ConnectIt #SaaS #TechForBusiness #ProductionReady
Marketing-Ready vs. Production-Ready Software: Why the Difference Matters - Hilltops IT
In the world of software development, two terms often come up when discussing the readiness of a product or feature: marketing-ready and production-ready. While they may sound similar, they represent…
www.hilltopsit.co.uk
October 24, 2025 at 3:06 PM
Not all software is created equal.
Some is built to impress.
Ours is built to perform.
💡 Discover the difference: www.hilltopsit.co.uk/marketing-re...
#TechTips #SoftwareQuality #BusinessSoftware #QuoteWerks #ConnectIt #SaaS #TechForBusiness #ProductionReady
Some is built to impress.
Ours is built to perform.
💡 Discover the difference: www.hilltopsit.co.uk/marketing-re...
#TechTips #SoftwareQuality #BusinessSoftware #QuoteWerks #ConnectIt #SaaS #TechForBusiness #ProductionReady
Everyone predicted the adoption curve. Nobody predicted the production gap. 79% of enterprises run AI agents somewhere. Only 31% run them where it counts. Lesson for founders: scope for shipping, not showing.
agsft.digital
#MVPDevelopment #EnterpriseAI #AIAgents #StartupFounders #ProductionReady
agsft.digital
#MVPDevelopment #EnterpriseAI #AIAgents #StartupFounders #ProductionReady
August 10, 2026 at 7:40 AM
Everyone predicted the adoption curve. Nobody predicted the production gap. 79% of enterprises run AI agents somewhere. Only 31% run them where it counts. Lesson for founders: scope for shipping, not showing.
agsft.digital
#MVPDevelopment #EnterpriseAI #AIAgents #StartupFounders #ProductionReady
agsft.digital
#MVPDevelopment #EnterpriseAI #AIAgents #StartupFounders #ProductionReady
Jimmy Song argues Bitcoin needs a 'conservative' node client
Jimmy Song argues Bitcoin needs a 'conservative' node client
Bitcoin’s future resilience and decentralization hinge on how conservatively its core node software evolves. Jimmy Song, co-founder of ProductionReady—a
www.cryptobreaking.com
April 4, 2026 at 10:02 PM
Jimmy Song argues Bitcoin needs a 'conservative' node client
Node.js apps crashing or slowing down? Memory leaks can be sneaky. We track and fix them in production using monitoring tools and smart coding practices. Keep your apps lean and mean!
#FixItFriday #NodeJS #DevOpsTips #MemoryManagement #ProductionReady #DeveloperHacks #TechTips
#FixItFriday #NodeJS #DevOpsTips #MemoryManagement #ProductionReady #DeveloperHacks #TechTips
October 24, 2025 at 12:17 PM
Node.js apps crashing or slowing down? Memory leaks can be sneaky. We track and fix them in production using monitoring tools and smart coding practices. Keep your apps lean and mean!
#FixItFriday #NodeJS #DevOpsTips #MemoryManagement #ProductionReady #DeveloperHacks #TechTips
#FixItFriday #NodeJS #DevOpsTips #MemoryManagement #ProductionReady #DeveloperHacks #TechTips
Jimmy Song pushes for "conservative" Bitcoin nodes to secure its monetary value. ProductionReady aims to limit OP_Return data to 83 bytes, citing centralization risks from growing node costs. This follows a controversial increase in Bitcoin Core's limit. 📊 #Bitcoin #CryptoNews
Cryptovka
CryptoMarket and Blockchain News
cryptovka.com
April 4, 2026 at 6:01 PM
Jimmy Song pushes for "conservative" Bitcoin nodes to secure its monetary value. ProductionReady aims to limit OP_Return data to 83 bytes, citing centralization risks from growing node costs. This follows a controversial increase in Bitcoin Core's limit. 📊 #Bitcoin #CryptoNews
Agent上线的底线测试：
□ 知道每个决策花了多少token吗？
□ 幻觉率超5%能自动告警吗？
□ 出问题能回溯到具体哪一步吗？
三个"不知道" = 还没准备好上线。
监控不是运维的事。是产品的事。
#AIAgent #ProductionReady #BuildInPublic
□ 知道每个决策花了多少token吗？
□ 幻觉率超5%能自动告警吗？
□ 出问题能回溯到具体哪一步吗？
三个"不知道" = 还没准备好上线。
监控不是运维的事。是产品的事。
#AIAgent #ProductionReady #BuildInPublic
June 8, 2026 at 5:08 PM
Agent上线的底线测试：
□ 知道每个决策花了多少token吗？
□ 幻觉率超5%能自动告警吗？
□ 出问题能回溯到具体哪一步吗？
三个"不知道" = 还没准备好上线。
监控不是运维的事。是产品的事。
#AIAgent #ProductionReady #BuildInPublic
□ 知道每个决策花了多少token吗？
□ 幻觉率超5%能自动告警吗？
□ 出问题能回溯到具体哪一步吗？
三个"不知道" = 还没准备好上线。
监控不是运维的事。是产品的事。
#AIAgent #ProductionReady #BuildInPublic
Agent上线的底线测试：
□ 知道每个决策花了多少token吗？
□ 幻觉率超5%能自动告警吗？
□ 出问题能回溯到具体哪一步吗？
三个"不知道" = 还没准备好上线。
监控不是运维的事。是产品的事。
#AIAgent #ProductionReady #BuildInPublic
□ 知道每个决策花了多少token吗？
□ 幻觉率超5%能自动告警吗？
□ 出问题能回溯到具体哪一步吗？
三个"不知道" = 还没准备好上线。
监控不是运维的事。是产品的事。
#AIAgent #ProductionReady #BuildInPublic
June 10, 2026 at 7:22 PM
Agent上线的底线测试：
□ 知道每个决策花了多少token吗？
□ 幻觉率超5%能自动告警吗？
□ 出问题能回溯到具体哪一步吗？
三个"不知道" = 还没准备好上线。
监控不是运维的事。是产品的事。
#AIAgent #ProductionReady #BuildInPublic
□ 知道每个决策花了多少token吗？
□ 幻觉率超5%能自动告警吗？
□ 出问题能回溯到具体哪一步吗？
三个"不知道" = 还没准备好上线。
监控不是运维的事。是产品的事。
#AIAgent #ProductionReady #BuildInPublic
AI Is Absolutely Production‑Ready — Just Not the Way We Keep Trying to Use It
via Dev.to
https://flarestart.com/article/ai-is-absolutely-productionready-just-not-the-way-we-keep-trying-to-use-it-20260226
#DevNews #Tools
via Dev.to
https://flarestart.com/article/ai-is-absolutely-productionready-just-not-the-way-we-keep-trying-to-use-it-20260226
#DevNews #Tools
AI Is Absolutely Production‑Ready — Just Not the Way We Keep Trying to Use It
People keep repeating that AI isn’t production‑ready, usually pointing to the same horror stories of agents breaking servers, scaling things into oblivion, or deploying fixes no one asked for. But...
flarestart.com
February 26, 2026 at 6:55 PM
AI Is Absolutely Production‑Ready — Just Not the Way We Keep Trying to Use It
via Dev.to
https://flarestart.com/article/ai-is-absolutely-productionready-just-not-the-way-we-keep-trying-to-use-it-20260226
#DevNews #Tools
via Dev.to
https://flarestart.com/article/ai-is-absolutely-productionready-just-not-the-way-we-keep-trying-to-use-it-20260226
#DevNews #Tools
新报告：99% 的公司计划把 Agent 推上生产，真正上线的只有 ~10%。
PoC 和 Production 之间横着一条"死亡谷"。
跨过去的三件事：
① 先定义"成功长什么样"——要指标，不是 demo
② 小场景先上线，跑通再扩——别一上来就全量
③ 可靠性当架构设计，不当事后补丁
计划人人会写。上线才是本事。
#AIAgent #ProductionReady #BuildInPublic
PoC 和 Production 之间横着一条"死亡谷"。
跨过去的三件事：
① 先定义"成功长什么样"——要指标，不是 demo
② 小场景先上线，跑通再扩——别一上来就全量
③ 可靠性当架构设计，不当事后补丁
计划人人会写。上线才是本事。
#AIAgent #ProductionReady #BuildInPublic
August 21, 2026 at 5:31 PM
新报告：99% 的公司计划把 Agent 推上生产，真正上线的只有 ~10%。
PoC 和 Production 之间横着一条"死亡谷"。
跨过去的三件事：
① 先定义"成功长什么样"——要指标，不是 demo
② 小场景先上线，跑通再扩——别一上来就全量
③ 可靠性当架构设计，不当事后补丁
计划人人会写。上线才是本事。
#AIAgent #ProductionReady #BuildInPublic
PoC 和 Production 之间横着一条"死亡谷"。
跨过去的三件事：
① 先定义"成功长什么样"——要指标，不是 demo
② 小场景先上线，跑通再扩——别一上来就全量
③ 可靠性当架构设计，不当事后补丁
计划人人会写。上线才是本事。
#AIAgent #ProductionReady #BuildInPublic
Lights, camera, action; let's create magic together! Contact us today for your next production!
#FilmLighting #ProductionReady #FilmCrew #LightsCameraAction
#FilmLighting #ProductionReady #FilmCrew #LightsCameraAction
August 19, 2026 at 5:11 AM
Lights, camera, action; let's create magic together! Contact us today for your next production!
#FilmLighting #ProductionReady #FilmCrew #LightsCameraAction
#FilmLighting #ProductionReady #FilmCrew #LightsCameraAction
introducing Typst into my workflow at my job #opensourcesoftwareatwork #productionready #freeasinfreedomnotfreeasinfreebeer
August 14, 2026 at 11:27 PM
introducing Typst into my workflow at my job #opensourcesoftwareatwork #productionready #freeasinfreedomnotfreeasinfreebeer
