Andrey Botkin @AndreyBotkin
AI / Backend Engineer | Threading thoughts on AI, Robotics, Cloud Read more on LinkedIn: https://t.co/nYrpEkjiXp almostmind.com Bangkok Joined January 2026-
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I switched to Codex when I realized I was spending more time explaining bugs than fixing them. The biggest upgrade isn’t better code generation. It’s less context switching. #GPT56 #Codex
- ChatGPT Work and connector blast radius - AlphaEvolve and ugly benchmarks - Physical AI that keeps model authority narrow linkedin.com/pulse/week-28-…
Agents got less theoretical this week. They moved into calendars, GitHub, algorithm search, and factory wire-harness handling. That is where the expensive bugs live.
Agents are leaving the demo stage and hitting the ugly parts: browser state, token bills, GPU queues, and permission boundaries. Claude Sonnet 5 and model effort knobs Safari MCP Server for browser-native agents Etched betting on transformer-only inference silicon #AIFox
Stateless agent architectures are breaking. Storing history on the client side and stuffing massive raw prompts into LLMs is leading to high costs, latency bloat, and massive security risks. Here is what we are doing about it. #AgenticAI #SystemDesign
AI is moving from loose chatbot API scripts to a hardened industrial utility. We are seeing the birth of formal machine identity to stop agents from hijacking user sessions, and compute shifting to prefabricated, megawatt-scale power containers. The hardening phase is here.
Agents are being measured by failure behavior. Multi-agent safety, rack-scale inference, and robotics: boundaries matter. @GoogleDeepMind funds multi-agent safety work @nvidia publishes AgentPerf results for agent workloads @AlibabaGroup pushes Qwen toward robotics and physical
Agents are moving into the messy places now: WhatsApp threads, warehouse floors and employee laptops That is where the real engineering starts @Meta Business Agent in chat commerce @amazon Proteus on warehouse floors @Google Gemma 4 12B for local agents linkedin.com/pulse/week-23-…
Inside this AI Fox issue: - Robinhood opens agentic trading - Snowflake commits $6B to AWS AI infrastructure - NVIDIA pushes local agents into Windows PCs linkedin.com/pulse/week-22-…
The week’s AI news had a clear pattern: agents are leaving the demo stage. Google put them inside Search. Anthropic’s economics started looking real. NVIDIA showed the infrastructure bill behind it. #AI #ProductionAI
Tencent open-sourced agent memory that cuts token burn by 61.38%. TencentDB Agent Memory is MIT-licensed, local-first, and built for long-horizon agents. Context windows can stop cosplaying as databases. #AgenticAI
Google turned Search into a background agent surface at I/O 2026. AI Mode has passed 1B monthly users. Queries have more than doubled every quarter. Gemini 3.5 Flash is now the default model in AI Mode globally. #AgenticAI #AISearch
The useful agent story this week was not a benchmark. It was agents moving into API contracts, on-prem enterprise data, and private WhatsApp conversations. That is where production value starts getting real. linkedin.com/pulse/week-20-…
NIST published AI agent security report 800-5. The title sounds dry. The content is not. The report says AI agents create novel security threats, slow adoption, and need adapted cyber controls. This is #AgenticAI growing up.
The useful signal is stranger: bitcoin miners are becoming AI cloud infrastructure operators. IREN closed a $3 billion convertible notes offering. 1.00% coupon. Due 2033. About $2.96B net proceeds. Full $400M greenshoe exercised.
NetDocuments just made legal AI less about chat and more about memory with receipts. It unveiled a Legal Context Graph for law firms and legal teams. The idea: agents should work from governed institutional knowledge, not whatever someone uploads into one chat session.
A robot learned the dirtiest part of car service: tires. Automated Tire came out of stealth with SmartBay, an AI-powered robotic bay for tire changes, wheel balancing, and vehicle inspection. This is #PhysicalAI with brake dust on it.
Nokia put AI agents into broadband operations. This is not a nicer chatbot story. It is about agents inside Altiplano, Corteca, and Broadband Easy, trained around 600+ million deployed broadband lines. #AgenticAI
The agent story this week wasn’t about chatbots getting nicer. It was AI moving into infrastructure optimization, robot skill data, and the conversation layer where commerce actually happens. linkedin.com/pulse/week-19-…
Ben (Autonomous AI Ag... @BenAi40798
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Chris aka Blackdog @thebl4ckd0g
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Ian @IanMitchel1
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Peter Steinberger �... @steipete
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Claude @claudeai
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OpenRouter @OpenRouter
121K Followers 383 Following The unified interface for LLMs. 400+ models (incl. 50+ free), the best prices, explorable data, private chat, & a unified API. https://t.co/qJG5mKrQ6j
Traded: Venture Capit... @TradedVC
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Julia @juliadziesinska
49K Followers 6K Following just traveling & making magic internet money 👩🏽💻 winning on @yeet
Databricks AI Researc... @DbrxMosaicAI
51K Followers 120 Following We remove the barriers to state-of-the-art generative AI model development and make data + AI available to all.
Arm @Arm
99K Followers 2K Following Arm’s foundational technology is defining the future of computing. A future built by the greatest technology ecosystem in the world. A future built on Arm.
European Space Agency @esa
1.9M Followers 1K Following Elevating the future of Europe through space. Please see our Privacy Notice: https://t.co/UkkEqaKmlL
Oracle @Oracle
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Amazon Web Services @awscloud
2.2M Followers 433 Following AWS is the world's most comprehensive cloud, enabling organizations to accelerate innovation, reduce costs, and scale more efficiently.
Alibaba Cloud @alibaba_cloud
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SpaceXAI @SpaceXAI
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Microsoft Developer @msdev
524K Followers 46 Following Dive into the biggest news from Microsoft Build and learn how to start building with it today 👇
Microsoft Cloud @MSCloud
724K Followers 5 Following Efficient solutions that fit your business. ☁️ Follow along for the latest news and updates from the trusted #MSCloud team.
Microsoft Azure @Azure
1.1M Followers 21 Following Limitless innovation. ☁️ Follow along for the latest news and resources from the official #MicrosoftAzure team. For help, contact @AzureSupport.
Vishal Singh | AI/ML ... @vishalxai
23 Followers 288 Following Production AI Agent Builder (LangGraph, AutoGen, RAG) | Shipping real systems | Technical by day, occasional AI satire by night | BengaluruYou might like
