Feeds, profiles, and real-time engagement—moderation and safety built in so communities scale without drowning trust & safety in manual queues.
Social products that feel alive—fast feeds, clear rules, and tools that scale moderation
We implement graph-based feeds, notifications, and media pipelines with cost-aware storage and CDN strategy. Reporting, blocking, and automated moderation tiers reduce harm before it spreads; human review queues focus on edge cases. Privacy controls, age gates, and regional data policies are modeled early—especially for youth-facing or sensitive communities.
01 // THE MANDATE
Feeds, profiles, and real-time engagement—moderation and safety built in so communities scale without drowning trust & safety in manual queues.
We implement graph-based feeds, notifications, and media pipelines with cost-aware storage and CDN strategy. Reporting, blocking, and automated moderation tiers reduce harm before it spreads; human review queues focus on edge cases.
Privacy controls, age gates, and regional data policies are modeled early—especially for youth-facing or sensitive communities.
02 // ENGINEERING
Development process
Structured phases—from discovery to launch—with clear ownership and handoff points.
Community & policy (weeks 1–3)
Core product (weeks 3–12)
Realtime & scale (weeks 8–14)
Trust & safety (weeks 10–16)
Launch (weeks 14–18)
Operate (ongoing)
03 // CAPABILITIES
Core Capability Matrix
The building blocks of your solution
Profiles
bios, links, verification hooks, follower/follow graphs.
Feed
chronological or ranked; fan-out on write vs read paths sized to scale.
Posts
text, images, short video; transcoding and thumbnail pipelines.
Interactions
likes, comments, reposts, mentions, hashtags.
Messaging
DMs or threads; optional E2E with product tradeoffs documented.
Notifications
push, email digests; per-tenant quiet hours.
Search
typeahead, user search, content discovery (policy-gated).
Moderation
reports, auto-flagging, admin queues, appeals.
Safety
rate limits, block lists, device bans with care for false positives.
Analytics
DAU/MAU, retention, engagement depth, report volume.
04 // DELIVERY LIFECYCLE
The strategic roadmap
Milestones and checkpoints—each phase has a clear outcome before the next begins.
Weeks 1–3: Charter, policy, pilot community.
Weeks 4–8: Internal alpha; core posting loop.
Weeks 7–12: Friends/beta; notifications; media polish.
Weeks 11–16: Public beta; moderation tooling; safety review.
Ongoing: Ranking experiments; new surfaces (stories, live); regional compliance.
05 // PRODUCT SCOPING
Choosing your path
Two engagement models—start lean and iterate, or commit to a full platform build from day one.
MVP
Speed & essentialism
Full product
Enterprise maturity
06 // PARTNERSHIP
Why work together
A single accountable partner across strategy, build, and go-live—not a revolving door of vendors.
End-to-end ownership: discovery, architecture, implementation, and launch—with clear communication and production-grade engineering.
- Discovery & alignment
- Systems that scale
- Implementation depth
- Clear comms
07 // CLARITY
Frequently asked
Optional—adds interoperability and ops complexity; we scope deliberately if you want open social graph.
08 // MORE SOLUTIONS
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Tell me about your product goals and timeline—I'll respond with a clear path forward.