PcapAI

I’m building pcapAI Agent. Not a chatbot for packet captures. A troubleshooting agent harness that turns multi-node pcap analysis into a reproducible evidence chain. The hard part is not “reading packets”. The hard part is connecting evidence across time, nodes, NAT, proxies, and protocol layers.

@RJWolf150 @Android Yes, it’s still an OS. But Google’s point is that Android is evolving from a system that manages apps/hardware into an intelligence layer that understands intent and proactively acts

@bawan269 @Android But its still an operating system, right?

ICYMI, it's our biggest and best Android Show ever ✨ ✨ Gemini Intelligence brings a literal glow-up 📱New experiences only on Android 🚘 A huge upgrade for Android Auto 💻 Stunning new laptops, with Googlebook Watch the full show now: youtube.com/live/dXCCleAdd… #TheAndroidShow

Looking forward to these surprise I’ve summarized Codex’s updates from the past month. Codex Released 8 versions over the past 30 days with an average iteration every 3-4 days, demonstrating an exceptionally fast product evolution. Major updates pack around 20 improvements each, introducing a Plugin Market, TUI enhancements like Vim mode, persistent /goal workflows, and cloud integrations. The focus remains on building a plugin ecosystem and security sandboxing, with a strategic emphasis on Amazon Bedrock and multi-environment integration. x.com/bawan269/statu…

Thanks for all the input, what we'll do going forward for Codex updates - Tue: Quality and polish - Thu: Big launches (starting this Thu) - Fri: Fun stuff, little extra

Over the past 30 days (roughly April 13 to May 13, 2026), @Codex_Changelog has released 8 Codex CLI versions (plus one standalone App update), moving from 0.121.0 to 0.130.0 (with version skips as 0.126.0 and 0.127.0 were either unreleased or not posted). The Codex CLI has maintained a high-frequency iteration cycle, averaging a new release every 3-4 days (with multiple updates on certain days), marking it as a rapidly evolving product. Major releases (such as 0.121, 0.122, 0.128, and 0.129) typically cover 19–22 grouped changes per update. These often introduce significant features, including a Plugin Market (sharing/hooks), TUI enhancements like Vim mode and side-chat, permission profiles, Amazon Bedrock support, persistent /goal workflows, and remote control capabilities. Minor versions focus on bug fixes, stability, sandbox improvements, and documentation. The overall trend shows a surge in activity from late April to early May, reflecting OpenAI's aggressive refinement of the Codex CLI—specifically across its plugin ecosystem, TUI experience, security sandboxing, cross-platform support, and multi-environment integration. While the development pace mirrors that of Claude Code CLI, Codex places a stronger emphasis on its Plugin Market and Bedrock cloud integration. The chart above clearly illustrates this volatility: early peaks correspond to major Plugin and TUI upgrades, followed by a slight stabilization that remains high-intensity.

Over the past 30 days (roughly from April 13 to May 13, 2026), @ClaudeCodeLog has released approximately 26 versions of the Claude Code CLI, updating from 2.1.105 to 2.1.140 The development pace of Claude Code CLI has been incredibly intense over the past 30 days. It is a high-frequency iteration product, with new versions dropping almost every 1 to 3 days (sometimes multiple times in a single day) Major releases (such as 2.1.119, 2.1.136, and 2.1.139) typically pack 30 to 52 CLI changes at once. These are often accompanied by significant new features—such as the /goal command, Agent View, MCP optimizations, security policy adjustments, and plugin/hook enhancements—along with updates to system prompts. Minor versions, on the other hand, usually focus on 1 or 2 specific fixes for bugs, compatibility, or IDE-related issues The overall trend shows a clear surge in CLI changes during the peak development period (late April to early May), reflecting Anthropic's rapid optimization of Claude Code across new features, stability, security, and IDE integration. The chart above vividly illustrates this volatility: peaks correspond to major feature rollouts, while troughs represent routine maintenance and minor fixes

@sundarpichai @Android Google’s main message is that Android is evolving from an “operating system” into an “intelligence system.” Instead of Gemini being just a chatbot, it becomes a proactive system layer deeply integrated into Android #TheAndroidShow

Today at the @Android Show (I/O edition) we announced Gemini Intelligence - bringing the best of Gemini to our most advanced devices. Automate multi-step tasks across apps and Chrome, fill out forms in a single tap, turn spoken thoughts into polished text with Rambler, build custom widgets & loads more.

@MKBHD Of course not, at least not right now. When real money is involved, most people still want to approve the final step themselves.

Ok genuine question: Would you actually trust an AI with your credit card to execute this in one click?

@techdevnotes You can now create and use Skills directly inside Grok Web and Grok app #GrokSkills

Skills in Grok Web can be used by typing /

Today, Google introduced Gemini Intelligence on Android, bringing the best of Gemini to its most advanced devices. By integrating premium hardware with innovative software, Gemini Intelligence proactively helps users stay one step ahead and get things done throughout the day — while keeping data private and users fully in control. Google’s main message is that Android is evolving from an “operating system” into an “intelligence system.” Instead of Gemini being just a chatbot, it becomes a proactive system layer deeply integrated into Android. Key points: * Gemini Intelligence can automate multi-step tasks across apps such as booking services, shopping, building carts, or handling workflows automatically. * Gemini understands on-screen and visual context including screenshots, grocery lists, brochures, and photos, then takes action based on them. * Gemini in Chrome becomes an AI browsing assistant capable of summarizing pages, comparing information, autofilling forms, and performing web tasks. * Autofill evolves into AI-powered Autofill using contextual data from Gmail and apps to complete complex forms intelligently. * A new feature called Rambler transforms messy spoken thoughts into polished written messages, including multilingual mixed-language speech. * “Create My Widget” introduces generative UI for Android allowing users to build custom widgets using natural language prompts. * Google repeatedly emphasizes privacy and user control saying Gemini only acts when explicitly instructed. * Initial rollout starts with Galaxy S26 and Pixel 10 then expands to watches, cars, glasses, and laptops later this year. #TheAndroidShow

@Google The demos look cool, but more than AI agent showcases, we’re really waiting for Gemini 3.5 / Gemini 4

Today, we introduced Gemini Intelligence, which brings the best of Gemini to our most advanced devices. Gemini Intelligence integrates premium hardware and innovative software to help you stay a step ahead and work proactively to get things done throughout your day. #TheAndroidShow

@thsottiaux mobile app

For Codex, we’ve been thinking about keeping a stable release cadence and have a larger release each week on Thursday. That does make the start of the week and bit less exciting. Thoughts?

My takeaway: Do not only count seats, logins, or message volume nssa.io/posts/business… Measure depth: richer context, harder tasks, reviewed outputs, delegated workflows, and business metrics.

The key numbers: Frontier firms use 3.5x as much intelligence per worker as typical firms. Message volume explains only 36% of the gap. Frontier firms send 16x as many Codex messages per worker.

Enterprise AI is moving from chat usage to real workflows. OpenAI's B2B Signals report is useful because it shifts the question from "Are people using AI?" to "Where is AI actually completing work?"

Support triage, sales follow-up, contract review, meeting summaries, reporting, debugging, and knowledge search are better starting points. nssa.io/posts/business…

The practical shift: Do not start with "Which model should we buy?" Start with "Which workflow should we redesign?"

Enterprise AI is moving from personal productivity to workflow deployment. Anthropic and OpenAI both made enterprise AI services moves within one week. The important part is not the announcements. It is the layer they are trying to own. Most companies already have access to strong models. The harder problem is connecting AI to data, tools, permissions, human review, and measurable outcomes. That is where pilots become production workflows.

@OpenAI Most companies can already buy strong models. The harder problem is turning those models into reliable workflows connected to data, tools, permissions, human review, and measurable business outcomes.x.com/bawan269/statu…

Today we’re launching the OpenAI Deployment Company to help businesses build and deploy AI. It's majority-owned and controlled by OpenAI. It brings together 19 leading investment firms, consultancies, and system integrators to help organizations deploy frontier AI to production for business impact. openai.com/index/openai-l…