Practices for embedding AI agents into enterprise systems [Agent Registry / Internal Marketplace] 💡 Are similar agents proliferating across your organization with no coordination? This pattern catalogs all enterprise agents, tools, and skills to enable discovery, reuse, and centralized governance. 🔥 Problems it solves - Teams independently build similar agents, fragmenting resources and effort - Agents without proper eval or testing make it into production - Agents become unmaintained after their developer transfers to another team - No visibility into which agents hold what permissions and access what data 🏗️ Proposed pattern Attach metadata to each agent -- owner, target department, required permissions, eval results, cost history, SLA, and version -- and register them in a ServiceNow or Backstage-style service catalog. Enforce governance through request-and-approval workflows, and require eval gate passage before any new agent goes live. Track change history via versioning, and manage retirement through a staged lifecycle: deprecation, dependent notification, then shutdown. ✅ Selection criteria - Good fit: Organizations where agents are proliferating and duplicate development or orphaned agents are becoming a problem - Not a fit: Early stages with only a handful of agents (registry overhead is not justified) ⚠️ Pitfalls - Making registry enrollment optional leads to an empty catalog; embed it in the CI/CD pipeline to enforce compliance - Neglecting metadata freshness erodes trust in the catalog - Deleting agents without a deprecation process will break downstream agents and workflows without warning 🛠️ Implementation Approach 1. Leverage a service catalog platform (ServiceNow / Backstage) to centrally register metadata for every agent -- owner, target department, permissions, eval results, cost, and SLA 2. Embed registry enrollment into the CI/CD pipeline so that unregistered agents are automatically blocked from deployment 3. Require eval gate passage before any new agent goes live, preventing agents that fail quality standards from reaching production 4. Introduce versioning and change-history tracking so that every modification is auditable -- who changed what and when 5. Automate the retirement lifecycle (deprecation flag, dependent notification, grace period, shutdown) to prevent cascading failures from abrupt removal #AIAgents# #EnterpriseArchitecture#

Zion Church Prayer Letter (ZCPL 2026.06.19) Dear families in Christ and friends from all walks of life, peace be with you! It has been 253 days since the “October 9” Zion crackdown outbroke. For Zion Church under ongoing persecution, these days and nights have been a wilderness journey—filled with tears and perils, yet also abounding in grace and providence. We sincerely thank you for your attention, prayers, solidarity, and support as you stand with us and journey alongside us. We hereby provide the latest updates on the case and the corresponding prayer requests. I. Case Updates On November 18, 2025, the Yinhai Branch of the Beihai Public Security Bureau formally arrested 18 Zion pastors and co-workers on charges of “suspected illegal use of information networks.” As of June 18, 2026, the police’s criminal investigation—following three previous extensions—has reached the maximum seven-month limit for pre-trial detention in major cases. On June 18, 2026, nine of the detained brothers and sisters were released on bail pending trial. They include Pastor Sun Cong, Brother Liu Jiang, Sister Li Shengjuan, Sister Wei Yunfei, Sister An Mei, Sister Zhan Ge, Sister Hu Yanzi, Sister Mei, and Sister Zhu Mingli. We are filled with joy and gratitude for this. In Beihai, some family members and church members warmly welcomed these nine brothers and sisters with flowers and embraces after their long separation. However, the situation is bittersweet, as the remaining nine church leaders have been—or are about to be—transferred to the procuratorate and face prosecution. They include Pastor Jin Mingri (Ezra), Pastor Wang Lin (Franklin), Pastor Gao Yingjia (Joshua), Pastor Yin Huibin, Pastor Liu Zhenbin, Pastor Lin Shucheng, Pastor Wang Cong (female), Elder Wang Zhong, and Sister Wu Qiuyu (Chloe). Based on the limited information currently available to us, the initial criminal charges of “illegal use of information networks” have been changed to “illegal business operations” and “fraud.” The specific charges upon which the individuals will ultimately be prosecuted remain to be verified and confirmed after their lawyers have reviewed the case files from the procuratorate. II. Prayer Requests 1. Please give thanks and pray for the nine brothers and sisters who have been released on bail pending trial: We thank and praise the Lord for graciously releasing these nine brothers and sisters, allowing them to finally reunite with the family members and fellow believers they have so deeply longed to see. All nine are currently in good spirits and filled with joy. Please pray for the gradual restoration of their physical and mental health, families, daily lives, and ministries. May the Lord provide—through the church community—the financial, emotional, and spiritual support they need. May the Lord strengthen them as they live under the restrictions of bail, empowering them to continue testifying and living out the true freedom in Christ that no one can take away. 2. Please pray for the nine pastors, leaders, and co-workers facing prosecution, as well as their families: May the Lord continue to protect their bodies, souls, and spirits, and—in His perfect timing—bring about the complete release of His servants. May the Lord watch over their families, comforting them in their sense of loss and pain, and strengthening their faith and hope. Please offer special thanksgiving and prayer for two families who welcomed new life on the 4th of this month: Pastor Ezra’s daughter, Grace, gave birth to a son (who shares the name Ezra with his grandfather), and Pastor Lin Shucheng’s family welcomed a daughter. May these gifts, bestowed by the Lord amidst suffering, serve as a testimony to the Gospel: through persecution and tribulation, the church is sharing in the Messiah’s birth pangs and bringing forth new, eternal lives. 3. Please pray regarding the procuratorate’s subsequent review and prosecution process: Please pray for the People’s Procuratorate of Yinhai District, Beihai City—which is handling this case—as well as the Chief Procurator and the officials involved. Ask the Lord to open their eyes so they may clearly see that “Zion Bible Institute” is by no means an “illegal business operation,” and that Zion Church’s “offerings” are certainly not commercial “fraud.” We earnestly pray and publicly call upon the procuratorial authorities to respect the facts, drop the baseless charges of “illegal business operations” and “fraud” against Pastor Jin and eight other church leaders in accordance with the law, decide not to prosecute, and immediately release all those currently detained. In doing so, they would uphold the judicial mandate of objectivity, fairness, punishing evil, and rewarding good, while safeguarding the constitutional right of citizens to freedom of belief. 4. Please pray for the legal team’s ongoing defense: Should the prosecution proceed with formal charges, we ask the Lord to grant the lawyers courage, wisdom, strategy, and eloquence as they conduct the defense in accordance with the law. May the Lord protect the legal team, ensuring they are granted access to all case files, can make thorough pre-trial preparations, and formulate sound courtroom defense strategies. May the Lord provide all necessary resources and funding for the subsequent legal work and keep the Christian lawyers and their families safe and secure. May the Lord use the testimonies and arguments presented by the pastors and lawyers in court to offer a public and righteous defense of the truth of the Gospel. 5. Please pray for the ongoing pastoral ministry of Zion Church: May our Lord Jesus Christ—the Great Shepherd who died, rose again, and sits upon the throne—continue to lead and shepherd His own church. We ask the Lord to strengthen Zion pastors and congregants everywhere, that they may not cast away their confidence (Hebrews 10:35), but strive to maintain the unity of the Spirit (Ephesians 4:3), practice love for one another (John 13:35), and remain full of hope for the future—hope not only for the return of the nine Zion pastoral leaders but also for the return of Christ and the making of all things new (Revelation 21:5), as all nations join hands to return to Zion (Isaiah 2:2)! In summary, as of June 18, 2026, the Zion Church case has entered a brand-new phase. The legal struggle we are waging for the sake of our faith is also an ongoing spiritual battle. We earnestly urge and encourage everyone: remain vigilant, pray without ceasing, and rely fully on the Lord—for ultimate victory is assured! Amen. Zion Church Pastoral Team, Board of Elders, Church Administration Committee, and Family Fellowship June 19, 2026 #锡安109教案# #FreeZionChurch# #PrayForZionChurch#

Build stateful, production-grade AI agent networks with Gemini Enterprise Agent Platform and @antigravity. This hands-on, 4-part live technical series covers programmatic logic with ADK, long-term state management, and secure deployment on Google Cloud →

🔔 Qwen-Image-3.0 is now live on Qwen Cloud! Ranked #1# among Chinese models and #2# among mainstream models in Arena. ai's Text-to-Image Arena @arena, now one API call away. - Up to 4.5k-token prompts: newspapers, storyboards, menus, exam papers in one pass - Text legible down to 10px, near-photographic detail - 12 languages, 100+ art styles, realistic UI simulation - Generation + editing in one model 💰Price: Qwen-Image-3.0 Pro — is best suited for complex layouts, accurate text rendering, and commercial-grade visuals, starting at $0.04 per image. Qwen-Image-3.0 Standard — is ideal for bulk, everyday image generation, starting at just $0.03 per image. Qwen-Image-3.0-Pro & Standard. From prompt to production-ready image. 👉 Try it and get your API key on Qwen Cloud: - Mainstream models = model families with 100K+ average daily MaaS API calls #QwenCloud# #Qwen#

$APLD reports fiscal Q1 after the close today with about $36B of contracted lease revenue on its books and a market cap of roughly $7B. The stock is at $23.91, 52% below its May closing high. The contracts are real: 1.4 GW signed, three 15-year take-or-pay leases with one investment-grade hyperscaler worth about $20B, plus CoreWeave. What's thin is what's built. As of July, 175 MW was live. Everything else needs to be financed first, and long-term debt went from $0.68B to $4.96B in a year. That's the part today's tape is pricing. The 10-year Treasury hit its highest level since 2002 this morning. Applied Digital's last three bond deals came at 9.25%, 6.75% (issued at 98) and 7.00%. What we're watching tonight: Q1. How much capacity is live now, against 175 MW in July? Q2. Any new financing in the quarter, and at what coupon? Q3. Has any of the 1.7 GW it's marketing, including the new 1 GW Finland site, turned into a signed lease? Q4. Where does the CoreWeave Building 4 lease assignment stand? We'll go through the answers after the call.

AI CONFERENCES AND INVESTOR DAYS, TUESDAY, OCTOBER 6, 2026 TODAY AlphaSense AlphaSummit 2026 Mon Oct 5-Wed Oct 7, The Glasshouse, New York AlphaSense's annual summit on decision-grade AI: keynotes, live product demos, customer stories. Speakers include Shaquille O'Neal; George Lee, Co-Head of the Goldman Sachs Global Institute; Manish Sharma, Accenture; Andrew Feldman, Cerebras; plus Jefferies, J&J, Pfizer, Salesforce. Themes: future of work, data sovereignty, the connected enterprise, competitive intelligence from market signals. Attending. Marvell Technology Investor Day Tue Oct 6, 9:00am ET, New York Livestream 9:00am EDT via Outcome (midday, per Barron's): FY2031 revenue target $70-90B vs $8.2B in FY2026, roughly 55-60% annual growth. Stock +7.2% to $290.82. Custom silicon $30B at the midpoint, interconnect $37.5B. The FY2029 AI forecast +$2B raise off "over $10B" was RBC's pre-event expectation, not confirmed in midday coverage; $120B cumulative Google deal cited. Read: the bar was sky-high and they cleared it. The $70-90B 2031 framework is the new bull anchor; the debate shifts to execution and custom share vs Broadcom. Zscaler Investor Day Tue Oct 6, 8:30am ET, New York Webcast: The task into the print: re-rate from "conservative 17% grower" to durable 20%+ compounder. Watch: multi-year targets, sales-transition plan (new CRO, ~3% workforce shift to AI), AI monetization timeline (Agentic SOC contributes H2 FY27), net retention (was 115%). No outcome headlines as of midday. TOMORROW No tracked events for Wed Oct 7. NEXT WEEK OCP Global Summit 2026 Mon Oct 12-Thu Oct 15, San Jose Sold out; no remote option confirmed. Keynotes (PT): AMD CEO Lisa Su Mon 4:15pm (confirmed). Tracker agenda also lists NVIDIA's Ian Buck, ARM and Meta keynotes Mon and Microsoft, Intel, HPE keynotes Tue Oct 13; exact times unconfirmed. Investor watch: 800VDC spec maturity and named power suppliers; liquid-cooling standardization; Ethernet vs InfiniBand and CPO timelines; hyperscaler rack disclosures guiding 2027 content-per-rack. Read: capex-signal event, not product launches. Applied Materials Investor Day Tue Oct 13, 8:00-10:30am PT (Investor Breakfast at SEMICON West) Webcast at Watch: a firm 2027 WFE growth figure and AI-driven fab capacity plans. Workday Investor Day Tue Oct 13, 2:00pm PT, Las Vegas Webcast with 90-day replay Centerpiece: the multi-year AI monetization framework. Agentic AI ARR ~$600M (+200% YoY). Watch: FlexCredits consumption metrics; can FY28 subscription growth beat the early ~11% framework? Bar: a credible monetization bridge after the Q2 guidance selloff. Accenture Investor Day Wed Oct 14, New York Webcast. Setup: +16-18% on Q4 (record ~$84.5B FY bookings), faded somewhat since. Watch: long-term targets; a replacement AI disclosure; fixed-price/outcome-based mix; the AI-expands-the-market case vs AI-compresses-consulting. SailPoint Investor Day Wed Oct 14, 12:00pm ET, virtual One-year replay. Not a guidance event. Watch: genuinely new capability vs repackaging; AWS/NVIDIA partnerships converting to pipeline. Semtech Investor Day Thu Oct 15, 9:00am PT, San Jose (Data Center Teach-In) Webcast at The 1.6T/800G and ACC ramp read. Stock at 52-week highs; any wobble on ACC timing gets punished. ThinkEquity Conference Thu Oct 15 (Unusual Machines presenting) Presenting company list on file. Zoom Investor Day Tue Oct 20 (Zoomtopia Investor Session) The most important Zoom investor event in years: double-digit long-term growth guide? Bridge: churn stabilization, Phone/Contact Center, AI monetization. Time unconfirmed. LATER Celestica Investor Day, Tue Oct 27, virtual (tied to Q3). Premier AI-EMS read. Guidewire Analyst Day, Tue Oct 27, Las Vegas. Post-derating credibility: watch Qusar adoption, cloud ARR. Cohu Investor Day, Tue Nov 10, NYC. $850M HPC/AI pipeline; stock +213% YTD, elevated bar. Flex Innovation Day, Tue Nov 10, Austin. Flex + Axiom spin-off (AXM, expected Q1 2027). Read the Form 10 first. Munters CMD, Wed Nov 11, 8:00-11:30am ET, Stockholm. New CEO's first strategy set-piece. Methode Investor Day, Thu Dec 17, 8:30am ET, NYSE (first ever). Turnaround proof-of-concept. Onto Innovation Analyst Event, Thu Dec 17, NYSE. Advanced-packaging bellwether.

Momentum is building on Base. Here’s 25 things the Base ecosystem launched and announced in July. 1) @morpho launched Morpho Midnight, Fixed Rate Markets, and a new Markets App. Allowing users on Base to lend and borrow at fixed rates. 2) @o1_exchange introduced the B20 launchpad to create and discover B20 tokens on Base in seconds, without code. 3) @bankrbot crossed $5B in total volume traded onchain through Bankr. 4) @tenorfinance, a fixed-rate lending and borrowing platform for asset managers and large borrowers, went live on Base to provide access to onchain lending markets. 5) @numoforex presented the first stablecoin-settled USD/NGN futures exchange, unlocking Nigerian Naira DeFi opportunities on Base. 6) @noon_capital went live with its digital dollar, built with institutional-grade security, on Base. 7) @definitivefi launched Flash Agents, delivering advanced orders, smart routing and resilient execution on Base. 8) @doppler_fi expanded to Base, starting with infrastructure for cbXRP and paving the way for more tokenized assets over time. 9) @cloudflare announced Monetization Gateway, which will allow you to charge for any web page, dataset, API, or MCP tool behind Cloudflare with stablecoins on x402. 10) @apify launched 20,000+ tools accessible through x402, giving autonomous agents access to the largest marketplace of web automation tools. 11) @spiko, with @coinbase, now lets USDC and EURC settle directly into regulated, yield-bearing UCITS liquidity funds on Base. 12) @centrifuge issued over $50 million in tokenized AAA CLOs on Base as part of Ethena’s ongoing diversification of its collateral with institutional credit. 13) @avantis announced the rollout of Avantis V2 on August 12, featuring expanded RWA access, zero-commission trading, and more. 14) @midasrwa launched on Base to bring its composable onchain investment products to one of the largest onchain finance ecosystems. 15) @askvenice raised $65 million in a round led by Dragonfly at a $1 billion valuation, to expand its private and uncensored AI platform as an alternative to mainstream models. 16) @ethos_network launched Ethos Trade, a beta version of its Reputation Markets v2 that lets users trade anyone’s reputation onchain. 17) @liveframe shipped a tool for UGC creators, streamers, and clippers to monetize their attention and get paid through its next-generation distribution platform on Base. 18) @liminalcash launched Nim, an AI financial agent on Base that lets users move money, split bills, invest, and handle banking tasks through simple conversation. 19) @opal_dex announced Production V1 of its privacy-first perpetual DEX on Base, with invite-only access and limited capacity now live for stress-testing. 20) @birchhill_io launched its first onchain product: a permissioned USDC credit market on Base backed by tokenized real estate equity. 21) @pixiechess opened its new Free Brawl game mode on Base, offering no-entry-fee play with real rewards. 22) @trueo_ launched user-created markets on its permissionless prediction platform, letting anyone ask questions, create markets, and earn. 23) @korprotocol shipped KOR ID on Base, a unified verified identity that unlocks access to its full suite of apps and enables instant agent payments on deal close. 24) @niftyisland launched Prize World, a new play mode powered by Base for collecting authenticated trading cards and unlocking rewards. 25) @freedomfactory announced PQ1, the world’s first fully post-quantum hardware wallet, live on Base.

🚨 Desk Alert: Today’s PlayBook Review Alkin Takes the Hot Seat 🚨 SMB Inside Access Team, Today we’re back for another mentoring session our traders have used for over 15 years to build their trading business: the PlayBook. Alkin Meletiou is stepping into the hot seat to deconstruct a live setup from his trading ledger: The 2nd Day Play in $SOXL. Let me be clear: the 2nd Day Play is one of the two best trades to learn and develop as a trader. If you pinned me down and asked for my top 3 trades for new and developing traders, a 2nd Day Trade makes that list every single time. On our top desk, Nano has repeatedly noted how instrumental learning this trade was for his career—and how much value Steve Spencer has added by continually pounding the table for desk traders to take it. If it’s good enough for a top trader on our top team in 2025, it ought to grab your undivided attention. This is an absolute must-add to your PlayBook. I’ve graded hundreds of these presentations over the years. Our desk benchmarks: 80 — Junior Intern 85 — Senior Intern 90 — New hire Today, we’re putting Alkin through our standardized 10-point scorecard live. WHAT YOU’LL LEARN 1. The Power of the 2nd Day Play Why this setup is a foundational building block for consistent, professional traders—and how Day 1 institutional sponsorship sets up asymmetric Day 2 continuation. 2. Systematic Trailing vs. Leaving R on the Table Alkin backtested VWAP, 9 EMA, and bar-break trails. We’ll examine why the VWAP trail paid over +3R while tighter bar breaks choked off the second leg. Are you cutting your winners too early just to see green P&L? 3. Technology & Team Collaboration Alkin built a custom Pine Script screener to filter Day 1 candidates before sharing them with his pod. We’ll look at how using technology to systematize your universe directly fuels desk collaboration. 4. Confirmation on the Open When a high-momentum asset gaps down 3.0% against a roaring market, how do you wait for price to confirm the reclaim before striking? 5. The 10-Point Scorecard Audit Presentation diligence is a direct proxy for trading discipline. We’ll grade Alkin across all 10 variables, from Reading the Tape to Trade Management. Get off the sidelines. Come support Alkin in the hot seat, bring your questions, and let’s see what grade he earns today. Will Alkin pass? 📍 SMB Inside Access — The PlayBook ⏰ Wednesday at 1:30 PM EST One Good Trade, Bella

Building with AI shouldn’t mean stitching together models, APIs, and infrastructure. QwenCloud is built for the next AI developer journey: a website for human exploration, Skills for agent reasoning, and CLI for workflow execution. One platform for model access, multimodal APIs, fine-tuning, deployment, monitoring, and predictable cost control. At Qwen Conference, the QwenCloud team walks you through it all live: how to access the Qwen model family, fine-tune for your use case, deploy at scale, and monitor in production. Enterprise-grade scalability, reliability, and cost optimization — built in. If you're an enterprise builder, a developer, or anyone who's ever thought "there has to be a better way to ship AI" — this is your session. 📍 Sep 4, Bangkok — Register →