This is a public SaaS-style roadmap focused on outcomes: what we ship each quarter, what you get, and how we keep improving the product experience.
Note: roadmap scope can evolve with user feedback and delivery learnings, and updates will be reflected here first.
Every quarter prioritizes capabilities that improve real interview outcomes and daily usability.
Milestones are published quarterly with clear status updates when scope shifts happen.
Q4 keeps explicit buffer for demand intake, risk burn-down, and quality debt clean-up.
These shipped milestones show how we turn product ideas into stable, usable capabilities over time.
Completed the core architecture baseline and key module decoupling, establishing a scalable engineering foundation for rapid iteration.
Delivered first-wave model integration and orchestration strategy, forming an evolvable intelligence capability center.
Established the first closed loop from question understanding to structured output, lifting answer quality consistency across key scenarios.
Completed multi-round reliability hardening and core experience flow design, laying the groundwork for simulation and mobile expansion.
Each quarter is designed around user-visible improvement and clear delivery intent.
You should feel a steadier day-to-day experience while we close requirement pool v1 and lock priorities for the next delivery cycle.
You get the first production-ready rehearsal workflow and mobile capability upgrade, with reliability tuned against real interview platforms.
We extend Q2 features into richer simulation flows so your preparation is closer to real interview pressure and collaboration setups.
Q4 intentionally keeps buffer capacity so we can absorb high-value requests, reduce delivery risk, and enter the next cycle with cleaner quality.
Mock Interview is planned for phase 1 launch in Q2, followed by phase 2 upgrades in Q3.
Mobile cross-platform capability is planned for Q2 phase 1, and cross-platform multi-camera is planned for Q3.
Milestone status is refreshed quarterly, and major scope shifts are documented here earlier when needed.
