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@timeplus.bsky.social
9 followers 16 following 85 posts

⚡ One Unified Real-Time Pipeline for Analytics, Telemetry, and AI 🆓 Try Timeplus Enterprise, free for 30 days: timeplus.com/download

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Timeplus @timeplus.bsky.social · 31/08/2026
Coding agents shouldn’t rediscover your codebase 1 file at a time. We built timeplus-knowledge (tpk): an #opensource, shared knowledge graph for source code, docs, & deployment configs, stored in Timeplus & accessible to agents through MCP. Learn more: www.timeplus.com/post/shared-...
timeplus.com
How We Built a Shared Code Knowledge Graph with Timeplus
What if your coding agent could understand the relationships across your entire codebase, instead of rediscovering them one file at a time? 🤔 Our CTO Gang Tao recently built timeplus-knowledge (TPK), ...
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Timeplus @timeplus.bsky.social · 26/08/2026
Firewall logs are noisy. #DDoS signals are time-sensitive 🚨 Instead of asking “What happened?”, security teams need to ask: “What is happening right now?” See it in action with the Cisco ASA DDoS Detection demo app in Timeplus Apps: timeplus-io.github.io/apps/
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Timeplus @timeplus.bsky.social · 20/08/2026
Timeplus 3.3.1 embeds free-threaded #CPython 3.14, enabling UDFs, external streams & table functions to run across cores. 👉 Our benchmarks: 8.6× faster across queries & 12× within one query. 👀 Learn more: timeplus.com/post/free-th...
timeplus.com
Free-Threaded Python in Timeplus: Scaling Across Cores
Timeplus 3.3.1 embeds free-threaded CPython 3.14, allowing UDFs, external streams, and table functions to run concurrently instead of queueing behind a single interpreter lock. In our benchmark, eight...
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Timeplus @timeplus.bsky.social · 14/08/2026
#Timeplus Enterprise 3.3 adds #shard #pruning for IN subqueries and literal tuple IN predicates. 👉 When predicates include shard-key info, the planner can scan only candidate shards instead of fanning out to the whole cluster. Learn more: www.timeplus.com/post/timeplu...
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Timeplus @timeplus.bsky.social · 11/08/2026
📣 Timeplus Enterprise 3.3 is here! Discover parallel Python UDFs, enhanced #streaming #SQL, shard pruning, workload-aware cluster balancing, faster startup & recovery, & more. See our announcement blog: www.timeplus.com/post/timeplu...
timeplus.com
Timeplus Enterprise 3.3: Converged MPP and Cloud-Native at Production Scale, Eliminating Trade-offs Between Low-Latency, Scalability and Visibility
Timeplus Enterprise 3.3 is here. This release hardens the Timeplus architecture for production-scale streaming workloads: per-stream storage policy, local storage for hot streams, S3 tiering for histo...
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Timeplus @timeplus.bsky.social · 24/07/2026
In our latest article, we explore why prompt guardrails are not enough for production agents, and how #streaming analytics fits this problem. See Timeplus AgentGuard in action 🛡️ www.timeplus.com/post/ai-agen...
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Timeplus @timeplus.bsky.social · 16/07/2026
How does a #Timeplus cluster sustain 102.1 GB/s of total #realtime processing throughput while running hundreds of MVs? ⚡️ Discover our architecture in our latest blog here: www.timeplus.com/post/elastic...
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Timeplus @timeplus.bsky.social · 13/07/2026
#Kafka gives teams a powerful foundation for #streaming data. With Timeplus Enterprise 3.2, we’re making it up to 40x faster to consume, parse, and query that data in #realtime. See it in action: create a Kafka external stream using #Protobuf data & query live trade events.
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Timeplus @timeplus.bsky.social · 30/06/2026
What happens when you and your #AI start thinking too much alike? 🤔 In our latest article, we discuss “epistemic congruence”: the alignment of beliefs between a human and an #agent, and how to use Timeplus #AgentGuard to monitor this in #realtime. www.timeplus.com/post/when-yo...
timeplus.com
When You and Your AI Start Thinking Alike: Inside the Research on Epistemic Congruence
What happens when you and your AI start thinking too much alike? In our latest article, we discuss “epistemic congruence”: the alignment of beliefs between a human and an agent. Healthy alignment supp...
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Timeplus @timeplus.bsky.social · 11/06/2026
The Timeplus #SQL skill for AI agents is now available! 🚀 Teach your AI to write and run Timeplus #streaming SQL. Easily create streams, materialized views, UDFs, or pipelines, and run queries with natural language. Check it out here: github.com/timeplus-io/...
github.com
GitHub - timeplus-io/AgentSkills: Timeplus related agent skills
Timeplus related agent skills. Contribute to timeplus-io/AgentSkills development by creating an account on GitHub.
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Timeplus @timeplus.bsky.social · 04/06/2026
Thanks everyone for attending our webinar today, hosted by @gangtao.bsky.social and Vlad-Mihal Iorga! Check out the full recording here: Human and AI Agent Interaction: Patterns and Outcomes from Real-Time Telemetry www.youtube.com/watch?v=CY7G...
youtube.com
Human and AI Agent Interaction: Patterns and Outcomes from Real-Time Telemetry | Timeplus Webinar
YouTube video by Timeplus
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Timeplus @timeplus.bsky.social · 04/06/2026
Staying under all of those throttles exfil so low that a real dataset takes days to move, & widens the window for another signal to catch. We're not claiming a paced insider is impossible to pull off, but we make bandwidth so small & surface so multi-axis that low-&-slow stops being a free pass.
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Timeplus @timeplus.bsky.social · 04/06/2026
To actually get data out at that pace, the attacker still has to beat these: - sequence rule (fetch-then-credential-read-then-outbound chain fires on ordering, not rate) - cumulative windows: 1m, 1h, & 24h resolution - per-agent baseline - novel-destination & entropy checks (no rate) (cont.)
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Timeplus @timeplus.bsky.social · 04/06/2026
Hi @cyberlensai.bsky.social, any single rate threshold is evadable if you know the number, that's true of all volume-based detection. But the floor only protects the volume rules. (cont.)
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Timeplus @timeplus.bsky.social · 04/06/2026
⏰ Starting at 10am PT: Human & Agent Interaction: Patterns & Outcomes from Real-Time Telemetry Hosted by @gangtao.bsky.social & ft. our customer Vlad-Mihal Iorga, join us to learn about his study on epistemic congruence & metacognition in #LLM & human co-working. linkedin.com/events/74653...
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Timeplus @timeplus.bsky.social · 04/06/2026
Suppression is stateful, not blind: repetitive benign calls get compressed, while slow exfiltration patterns like gradual data access expansion, repeated small exports, or unusual retrieval behavior remain visible over longer windows. Give us a try here! www.timeplus.com/agentguard
timeplus.com
Timeplus AgentGuard
AgentGuard is the first real-time security monitoring platform purpose-built for AI agents. A Timeplus-native application, AgentGuard transforms raw OpenTelemetry traces and hook events from agents in...
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Timeplus @timeplus.bsky.social · 04/06/2026
To reduce noisy tool-call churn, we aggregate at the session level using windows, sequences, thresholds, & allowlists. (cont.)
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Timeplus @timeplus.bsky.social · 04/06/2026
Hi @cyberlensai.bsky.social, AgentGuard runs detection on streaming agent traces as they arrive, so signals are designed to surface in sub-sec to low-sec latency depending on rule complexity & notification path. (cont.)
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Timeplus @timeplus.bsky.social · 03/06/2026
🚨 AI apps need a new security model. Prompt injection, excessive agency, data leaks, & RAG poisoning are now everyday risks. Our CTO @gangtao.bsky.social summarized the #OWASP Top 10 for #LLM & GenAI apps, plus mitigations with Timeplus #AgentGuard: timeplus-io.github.io/OWASP-Top-10...
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Timeplus @timeplus.bsky.social · 29/05/2026
📣 Introducing #Timeplus Apps! Each app is a complete streaming pipeline with 3 parts: manifest, resources, & dashboards. Browse our catalog, install an app, & you have a running #pipeline in minutes from 1 click. Learn more in @gangtao.bsky.social's blog: www.timeplus.com/post/introdu...
timeplus.com
Introducing Timeplus Apps: Install Streaming Pipelines with One Click
Introducing Timeplus Apps, where each app is a complete streaming pipeline! Browse the catalog, pick an app, install it, and you have a running pipeline with dashboards in minutes from one click. Ti...
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Timeplus @timeplus.bsky.social · 30/04/2026
If you’re shipping AI agents into prod, is your security team actively auditing your agents? We built AgentGuard for this purpose: real-time detection & response engine turning agent traces & tool call into signals. Learn more in our article by @gangtao.bsky.social: timeplus.com/post/agentgu...
timeplus.com
AI Agents Need Real-Time Guardrails. Here’s How We Built Timeplus AgentGuard.
If you're shipping AI coding agents into prod, you know that each shell command, package install, and 3rd-party API call becomes a new attack surface. Is your security team actively auditing your agen...
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Timeplus @timeplus.bsky.social · 16/04/2026
📣 Introducing #Timeplus AgentGuard, 1st #realtime security detection app purpose-built for AI #agents. AgentGuard runs natively on our engine & comes free with Timeplus Enterprise. 👀 Learn more & get started: www.timeplus.com/post/agentgu...
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Timeplus @timeplus.bsky.social · 01/04/2026
Thank you everyone for joining our Timeplus Webinar yesterday! "From Logs to Context: Build Real-Time Security Context & Control to Detect Threats Before SIEM" was hosted by Ting Wang (CEO) & @gangtao.bsky.social (CTO). 👀 Full webinar recording w/ Q+A here: www.youtube.com/watch?v=Qv2o...
youtube.com
Logs to Context: Build Real-Time Security Context & Control, Detect Threats Before SIEM | Timeplus
YouTube video by Timeplus
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Timeplus @timeplus.bsky.social · 27/03/2026
The reality of most #SOC pipelines: #Detection happens after ingestion & storage. By the time you query logs in your #SIEM, the attack is already underway. 💡 In our CEO Ting Wang's latest blog, we explore why you need a #realtime context & control layer. www.timeplus.com/post/from-lo...
timeplus.com
From Logs to Context: Why Your SOC Detection Needs a Real-Time Context and Control Layer
In the traditional pipeline, every step after ingestion is retroactive. The SIEM owns the data, and all analysis depends on querying stored records. Alternatively, the new architecture inserts a real-...
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Timeplus @timeplus.bsky.social · 25/03/2026
AI era attacks happen at machine scale & speed. #Detection fails not because of logic, but because context arrives too late. Our Co-Founders Ting Wang & @gangtao.bsky.social share how a #realtime security context & control layer is the missing piece. 🎟️ Webinar: www.timeplus.com/webinar-logs...
timeplus.com
Timeplus Webinar | Build Real-Time Security Context & Control to Detect Threats Before SIEM
In our March webinar hosted by our Co-Founders Ting Wang (CEO) and Gang Tao (CTO), we’ll break down how a real-time security context and control layer actually works, and why it’s the missing piece in...
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Timeplus @timeplus.bsky.social · 20/03/2026
#OpenClaw is one of the most popular open-source AI agent frameworks, but has significant security flaws w/ up to 20% of community packages flagged as malware. In our CTO @gangtao.bsky.social's blog, we show how to secure OpenClaw w/ Timeplus: www.timeplus.com/post/securin...
timeplus.com
Securing OpenClaw with Timeplus: A Real-Time Defense Architecture
In this blog, we'll break down OpenClaw's security architecture and known vulnerabilities, and share a concrete implementation plan using Timeplus' streaming SQL engine as a real-time security backbon...
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Timeplus @timeplus.bsky.social · 06/03/2026
📣 Introducing Timeplus PulseBot, the stream‑native AI agent framework built by our CTO @gangtao.bsky.social With PulseBot, our #Timeplus #streaming engine is the backbone for #o11y, memory, communication, & scheduling. Learn more in Gang's blog: www.timeplus.com/post/pulsebot
timeplus.com
Timeplus PulseBot: Open-Source OpenClaw Alternative, Built with Timeplus SQL Skill
Timeplus PulseBot is a stream-native AI agent framework our CTO, Gang Tao, built at Timeplus. The core idea is simple: instead of treating observability, memory, communication, and scheduling as separ...
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Timeplus @timeplus.bsky.social · 19/02/2026
Timeplus Vistral is our #opensource data viz library that provides 3 temporal binding modes: axis-, frame-, & key-bound. Let's look at frame-bound today 👇 Shows latest timestamp: When new data arrives, the previous frame is replaced. 👀 Playground: timeplus-io.github.io/vistral
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Timeplus @timeplus.bsky.social · 18/02/2026
📣 Timeplus Vistral, our #visualization library powering our #dashboards, is now #opensource! With Vistral, we introduce temporal binding, a new grammar primitive defining how streaming data maps to the visual frame. See @gangtao.bsky.social's blog to learn more! www.timeplus.com/post/vistral
timeplus.com
Introducing Vistral: A Grammar of Graphics for Streaming Data
excited to announce the open-source of Vistral — a TypeScript library that brings the Grammar of Graphics to streaming data. The name is a portmanteau of Visual + Stream. It's what we've been building...
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Timeplus @timeplus.bsky.social · 10/02/2026
Time to bring #AI to #realtime data: introducing Timeplus support for the Model Context Protocol, #MCP! AI assistants like #Claude can now directly help you build pipelines, with natural language. 👉Our CTO @gangtao.bsky.social shares details in his latest blog: www.timeplus.com/post/mcp-sup...
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Timeplus @timeplus.bsky.social · 04/02/2026
What do you do when #SQL isn't enough? 🤔 We got you: check out our new #Python Table Functions, letting you embed Python code directly into your streaming SQL pipelines. Our CTO @gangtao.bsky.social shares more details, a #Bluesky example & code 👉 www.timeplus.com/post/python-...
timeplus.com
Unlock Unlimited Extensibility: Python Table Functions in Timeplus
imeplus is known for its powerful streaming SQL capabilities, but what happens when SQL alone isn't enough? Sometimes you need to integrate with external systems that don't have native connectors, app...
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Timeplus @timeplus.bsky.social · 26/01/2026
🎙️ Join us for our webinar, hosted by co-founders @gangtao.bsky.social & Ken Chen. We'll show you how to build a #realtime #telemetry pipeline using Timeplus, w/ full data flow: collect ➡️ parse ➡️ enrich ➡️ transform ➡️ route ➡️ & store/stream ⏰ Jan 29, 10am PT www.timeplus.com/webinar-tele...
timeplus.com
Timeplus Webinar | Building Real-Time Telemetry Pipelines
Telemetry data is high-volume, high-cardinality, and unforgiving. Logs, metrics, traces, events, and network telemetry arrive continuously, change schema often, and are needed in real-time by security...
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Timeplus @timeplus.bsky.social · 14/01/2026
#SIEM struggles w/ too much raw data reaching the analytics layer before a security signal is established ⚠️ Timeplus fills the missing layer to show what security signal the data represents, in #realtime. Our CEO Ting Wang breaks it down in this blog: timeplus.com/post/siem-re...
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Timeplus @timeplus.bsky.social · 18/12/2025
From our Timeplus team to yours, happy holidays! ☃️🎄 2025 was a wonderful year of building & scaling our product in the real world. We’re deeply grateful to our customers, partners, & community for the trust, feedback, & momentum that shaped our year 🫶 www.timeplus.com/post/2025-re...
timeplus.com
Happy Holidays from Timeplus! A 2025 Recap
This year was another wonderful year of building at Timeplus, and more importantly, a year of scaling our product in the real world! Across both our enterprise product and open-source engine, we staye...
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Timeplus @timeplus.bsky.social · 05/12/2025
Our team is proud to release Timeplus Proton 3.0 🙌 The most significant performance release of our #opensource, #singlebinary data processing pipeline engine, for analytics, o11y, & security. Join our webinar to see what’s new! ⏰ Dec 10, 10am PT 🎟️ www.timeplus.com/webinar-prot...
timeplus.com
Timeplus Webinar | Discover Timeplus Proton 3.0
Recently, our team proudly released Timeplus Proton 3.0 (OSS). This is the most significant performance release of our open-source, single-binary data processing pipeline engine thus far, for analytic...
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Timeplus @timeplus.bsky.social · 21/11/2025
🤩 Check out a real-world challenge from our customer, a leading online gaming company w/ 10M+ daily active users: building a #realtime feature pipeline for their AI/ML models 👀 See live demo: timeplus.demo.timeplus.com Login with user: demo, password: demo123 See Data Lineage for 'game' namespace
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Timeplus @timeplus.bsky.social · 19/11/2025
Traditional #telemetry pipelines only passively move observability data from A to B. No wonder they are failing 😱 Meanwhile, Timeplus provides stateful #stream processing w/ built-in analytics & alerts, thru #SQL. Learn more in this blog by @gangtao.bsky.social: www.timeplus.com/post/rethink...
timeplus.com
Why Are Your Telemetry Pipelines Failing?
Traditional telemetry pipelines treat your observability data as something to be passively moved from point A to point B. They parse, they route, they store, but they don't think. Timeplus takes a fun...
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Timeplus @timeplus.bsky.social · 11/11/2025
Our eng team ran a benchmark comparing #Timeplus vs #Logstash, w/ identical conditions. 💪 8 cores CPU & 16GB RAM memory: Timeplus dramatically outperformed in both parsing (4x faster) & aggregation (10x faster). Learn more in our CTO @gangtao.bsky.social's blog: www.timeplus.com/post/beating...
timeplus.com
10× Faster Log Processing at Scale: Beating Logstash Bottlenecks with Timeplus
Our engineering team ran a benchmark comparing Timeplus and Logstash under identical conditions: same hardware, same grok patterns, same log formats. The results confirmed: Timeplus dramatically outpe...
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Timeplus @timeplus.bsky.social · 22/10/2025
📢 Timeplus 3.0 is now GA! This version of our single-binary, vectorized #streaming #SQL platform simplifies real-time data pipelines & scales efficiently to massive workloads. 50GB/s processing throughput. Zero replication. Zero lag. 👉 Learn more: www.timeplus.com/post/timeplu...
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Timeplus @timeplus.bsky.social · 06/10/2025
In this blog, our intern Junyue Xue explores how to build a #realtime anomaly detection system with #Timeplus, identifying potential issues before they affect trading strategies. 👀 Read Junyue's blog here: www.timeplus.com/post/detecti...
timeplus.com
Detecting Anomalous Metrics Using Timeplus
Our intern Junyue explores how to build a real-time anomaly detection system with Timeplus, to identify potential issues before they affect trading strategies. The platform enables both traditional me...
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Timeplus @timeplus.bsky.social · 30/09/2025
🎙️ Starting @ 10amPT: "Build #RealTime Data Pipelines w/ Declarative #SQL: Fast, Scalable, Observable" w/ @gangtao.bsky.social & @michaeldrogalis.bsky.social. Gang will also share a customer showcase for game analytics. 👉Zoom: timeplus.com/webinar-time... 👉LinkedIn: www.linkedin.com/events/73766...
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Timeplus @timeplus.bsky.social · 25/09/2025
🎙️ Join us next week for our Sep Timeplus Webinar! @gangtao.bsky.social (our CTO) & @michaeldrogalis.bsky.social (Founder, #ShadowTraffic) will discuss building real-time data pipelines with declarative #SQL. 🗓️ Tue Sep 30, 10am PT Sign up: www.timeplus.com/webinar-time...
timeplus.com
Timeplus Live | Monthly Webinar | Sep 30, 2025
In our September 2025 webinar, join Gang Tao (CTO, Timeplus) and Michael Drogalis (Founder, ShadowTraffic) for a discussion on building real-time data pipelines with SQL. Gang will also demo one of ou...
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Timeplus @timeplus.bsky.social · 11/09/2025
Great to see everyone @ the #CloudNativeVancouver meetup last night! 👋 Our Founding Engineer Calvin Zhang gave a talk on building streaming data sources for @grafana.bsky.social: ✅ Frontend: source config, query editor ✅ Backend: health check, normal + streaming query, type conversion
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Timeplus @timeplus.bsky.social · 29/08/2025
Why do #Redpanda + #Timeplus make such a great team? Our CTO @gangtao.bsky.social sums it up in 1min: 🤝 Performance + efficiency 🤝 Operational simplicity 🤝 Powerful analytics Check out the full recording of our webinar co-hosted with @redpanda.com: www.youtube.com/watch?v=e7H7...
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Timeplus @timeplus.bsky.social · 28/08/2025
🎙️ Starting @ 10amPT: Modernize your real-time data platform w/ @redpanda.com & #Timeplus 💪 Both are designed for: ✅ Performance ✅ Simplicity ✅ Developers ✅ Scale Hosted by @gangtao.bsky.social & Bryan Wood. Sign up here for the Zoom link: 👉 www.timeplus.com/webinar-time...
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Timeplus @timeplus.bsky.social · 22/08/2025
Join us on Aug 28 for a webinar co-hosted with @redpanda.com!
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Timeplus @timeplus.bsky.social · 22/08/2025
Tired of #Kafka’s complex ops or stuck on #ksqlDB’s query limits? 💔 It's time to move on. Join us & @redpanda.com for a live technical demo & discussion. Modernize your real-time platforms w/ zero downtime, simpler ops, & faster queries. Sign up: timeplus.com/webinar-time...
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Timeplus @timeplus.bsky.social · 15/08/2025
Is your team struggling with #Kafka complexities, or hitting #ksqlDB query limits? This webinar is for you. In our Aug webinar co-hosted w/ @redpanda.com, @gangtao.bsky.social & Bryan Wood will demo how enterprises are modernizing their #realtime data platforms. www.timeplus.com/webinar-time...
timeplus.com
Timeplus Live | Monthly Webinar | Aug 28, 2025
This month, Ken Chen (our Chief Architect) will introduce how you can supercharge your real-time mission-critical pipelines with scheduled tasks.
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Timeplus @timeplus.bsky.social · 01/08/2025
🎙️ In our recent Timeplus Live webinar, our Chief Architect Ken Chen shared a demo on our new Scheduled Tasks feature. Check out a clip below, and the full webinar recording here: youtube.com/watch?v=T7ht... Scheduled Task ➡️ Stream ➡️ Alert (Python UDF) ➡️ Slack message
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Timeplus @timeplus.bsky.social · 01/08/2025
Thanks @marimo.io for the shoutout! 🙌 😢 Querying millions of #GitHub events directly from #Kafka can be challenging due to data complexity & the need for efficient processing. 🤩 Timeplus allows you to create #MaterializedViews to process events in real-time. Live demo👇
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