University of Kwazulu-Natal

Unlock Team Collaboration With Quantum Run Project Pages

Bonisiwe Shabane
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unlock team collaboration with quantum run project pages

Ultra-fast storage and high performance for AI/ML and data-intensive workloads. Instant recovery and extreme resilience to protect against cyber threats. Cost-effective archiving for long-term data retention and data lakes. FAANG companies built bigger, better clouds to support the infrastructure corporations and individuals rely on to back up their business and personal data #OnQuantum Genomics data has been enriched and repurposed to fuel new drug research for rare diseases #OnQuantum The Quantumrun Foresight Platform (B2B SaaS) gives companies tools to discover, organize, and visualize trend insights that help them create future-proof products, services, and business models.https://https://lnkd.in/dAeV5RSw

When it comes to usage-based billing, LaunchDarkly needed a partner that understood the unknown unknowns. Nate Graf and the team ran a rigorous evaluation: ✔️ Build internally? 4-6 months minimum, plus endless edge cases to maintain ✔️ Buy a solution that could actually keep pace with their business ✔️ Find a team with deep domain expertise—engineers who understood usage-based billing at... LaunchDarkly chose Orb to power their shift from seat-based friction to usage-based freedom. The result? Self-serve growth unlocked.

Usage visibility that once took 8 hours now happens in seconds. Billing edge cases that drained engineering time? Solved. We're thrilled to partner with LaunchDarkly as they help 5,500+ enterprises ship innovation consistently and confidently. Read the full case study (link in comments). When teams define modules, coupling tends to follow.

Let flows define boundaries, then assign owners. A flow engine is orchestration, not execution—the conductor that sequences specialized capabilities. If you slice by team, concerns become entangled and handoffs become more difficult. If you slice by flow, each capability owns one job through a clean API, and the conductor decides the sequence and policy. Notice how strategy snaps into focus when boundaries align with the flow. Pricing aligns with how value is delivered: shared execution maps to usage-based economics; ongoing control surfaces lean towards a subscription model; optional breadth feels like included essentials with premium add-ons.

Structure follows value, not the other way around. In code, keep units small and replaceable. Ownership lives where the interface contract lives. You can swap an implementation without redrawing the whole map; the conductor stays stable; only the instrument changes. That’s how you absorb regulation shifts, partner churn, and brand needs without a rewrite. Where would a flow-first cut remove the most friction in your stack today?

#SoftwareArchitectureGuild #SoftwareArchitecture #SystemDesign #EngineeringManagement Curious to dive deeper? I’ve compiled resources to support you on your journey. Please refer to the comments for the next step. Sorry I’m late! Day 11 of building AustinZone in public. Last week, the system hit two major walls: a 30-minute execution timeout and its daily API call limit.

In today's video, I demonstrate one issue while working on a solution to the other. The system's AI analysis is now taking too long to run, causing it to time out before all the day's videos are processed. To fix this, I've designed a triage system to prioritize news content in batches throughout the day. The priority, though, is that the automation is surpassing its daily 10,000-unit API quota, which stops the process cold. The only way forward is to request a massive increase to nearly 2 million units. Interestingly, the request form changed recently, adding a little uncertainty to the approval process.

My main goal for today: Complete the application and formally request the higher API quota needed to keep up with all the great content coming out of the Greater Austin area. #BuildInPublic #MediaTech Platform teams are shifting from ticket queues to product thinking. At PlatformCon, leaders highlighted three signals: agentic workflows that automate tedious ops, cohesive developer portals that reduce tool sprawl, and streamable interfaces for real-time service interaction. The payoff: safer deploys and faster delivery without shadow tooling. Start by mapping your golden paths and measuring friction.

Learn more in our FREE RAINBOW Newsletter - Link in Bio Source: The New Stack

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