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1 | | -## Q4 2025 Objectives |
| 1 | +## Q1 2026 goals |
2 | 2 |
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3 | | -### Objective 1: Launch to public beta |
| 3 | +### Sense of winning / losing |
| 4 | +**Winning feels like:** Array has real external users giving fast feedback, the core loop is obviously valuable, and reliability is no longer a blocker to feedback. We’re shipping quickly on top of stable infra. |
| 5 | +**Losing feels like:** we’re still “getting ready to launch”, feedback is mostly internal/opinion-based, and instability is causing internal users to churn. |
4 | 6 |
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5 | | -We want to launch an early version of Array to public beta by the end of Q4 2025 and start getting feedback from our users as early as possible. |
| 7 | +--- |
| 8 | + |
| 9 | +## Objectives |
| 10 | + |
| 11 | +### Objective 1: Get Array into external users hands and get real feedback |
| 12 | +**Owner:** Peter |
| 13 | +**Motivation:** Without real external usage, we can’t validate priorities. Everything else becomes speculative. |
| 14 | + |
| 15 | +**What we’ll ship:** |
| 16 | +- An invite-only external beta, looking to see market pull with people asking to be added |
| 17 | +- A fully instrumented dmg so we can track usage and product metrics |
| 18 | + |
| 19 | +--- |
| 20 | + |
| 21 | +### Objective 2: Make Array positioning and value obvious in the first session |
| 22 | +**Owner:** Jonathan |
| 23 | +**Motivation:** Users don’t understand why they’d use Array yet. We need a clear value prop and onboarding that leads to the first moment-of-magic. |
| 24 | + |
| 25 | +**What we’ll ship:** |
| 26 | +- Seamless onboarding that gets users to a working PR in the first session |
| 27 | +- A great UX to use parallel agents in both cloud and local execution modes |
| 28 | +- Have PostHog generated signals create tasks in Array |
| 29 | + |
| 30 | +--- |
| 31 | + |
| 32 | +### Objective 3: Make Array reliable and stable |
| 33 | +**Owner:** Charles |
| 34 | +**Motivation:** Stability problems destroy trust and poison feedback. Reliability is prerequisite to learning. |
| 35 | + |
| 36 | +**What we’ll ship:** |
| 37 | +- Improved reliability of the Array product |
| 38 | +- Continuous delivery of the Array updates so users are always running the latest version |
| 39 | +- Lightweight testing strategy focused on key services |
| 40 | + |
| 41 | +--- |
| 42 | + |
| 43 | +### Objective 4: AI Infra to support Array and future products |
| 44 | +**Owner:** Josh |
| 45 | +**Motivation:** Building agents is hard, if we can solve these problems ourselves can can ship more products in the future to help others with this problem. |
| 46 | + |
| 47 | +**What we’ll ship:** |
| 48 | +- LLM Gateway service for model routing and LLMA integration |
| 49 | +- Sandbox environment for agent execution that is seamlessly parsed between cloud and local execution |
| 50 | + |
| 51 | +--- |
| 52 | + |
| 53 | +## Anti-goals (explicitly out of scope for Q1) |
| 54 | +- Broad public launch |
| 55 | +- Heavy E2E testing |
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