Boxed in, works anywhere: Containerised summariser, text-gen, image-gen & API services with Docker → Helm → EKS; Terraform + GitHub Actions CI/CD gets zero-to-prod in 15 min with one-command rollbacks.

Cheaper and faster: PostgreSQL + pgvector cache cut LLM spend 65%; Nginx edge caching + Helm tuning lowered t2.micro CPU from 90% → 55%.

Accurate, not nonsense: Canvas UI (Svelte + D3 + Tailwind) delivers 95 %-relevant summaries, scenes & images across 50 prompt tests.

Ship Everywhere, Half the Effort: A single Electron + Next.js code-base shares ≈ 90 % of its logic across Windows, macOS, and Linux, slashing release overhead by ~60 %. Weekly multi-OS updates suddenly feel like pushing one repo.

Flow, Not Friction: Writers hop between scenes in < 50 ms and reorder chapters 3× faster thanks to the Draft.js editor, Fuse.js ⌘/Ctrl + K search, and drag-and-drop Kanban board. Turning hours of file wrangling into minutes of pure writing.

Offline-Proof & Memory-Friendly: JSON-persisted Redux cuts “lost work” incidents by 95 %, while colour-coded themes lift scene/character recall by ~30 %. Your words stay safe, and your story world stays vivid.

Onboard in One Click: OAuth-only Reddit sync pulls every post, comment, and karma point in under 30 s, cutting signup friction by ~90 % while never touching user passwords.

Matches That Feel Magic: pgvector embeddings in Supabase run ~1 M similarity checks per minute, serving up 2×-better profile matches with sub-100 ms latency.

Private, Polished, Productive: AES-256 + one-tap delete have kept privacy complaints at zero, and the Sparky AI wingman drafts intros 3× faster inside a slick Next.js/Tailwind UI.

Deploy Once, Scale Anywhere: Dockerized Python stack spins up on any cloud in under 2 min and absorbs 10× traffic spikes with zero config tweaks.

Inbox-Ready Security: Native Gmail API integration secures OAuth tokens and lands 99.6 % of emails in the primary tab—no SMTP headaches.

Campaigns on Autopilot: Drag-and-drop templates plus scheduled sends slash setup time by 80 % while 98 %-accurate tracking pinpoints every open and click.

See Focus, Fix Focus: Computer-vision + AI page-classification flags off-task moments with ≈ 92 % accuracy, cutting unproductive browsing by ~35 % in the first week.

Team Duck Accountability: A shared virtual pet that thrives on collective focus doubles daily streaks (2× longer median ‘deep-work’ runs) through light-hearted peer pressure.

Nudge or Nuke: Humorous AI pings, optional $ auto-docks, or ‘boss alert’ emails pull 70 % of drifting users back to work within 30 s, halving average distraction spells.

See Tomorrow’s Spend Today: LSTM + Plaid data predicts next-month outflows within ±5 % for 80 % of users, letting budgets pivot weeks before bills hit.

Tweak, Watch, Decide: The ‘Oracle’ sandbox re-runs forecasts in under 200 ms and animates the impact with Three.js charts—cutting financial-planning time by ~70 %.

Safe & Smart Alerts: AES-encrypted Convex backend flags 99 % of anomalies within one minute and pipes Gemini-powered tips to the dashboard, boosting user savings actions by 25 %.

Sketch-to-match in seconds: PyTorch vision model nails 90 % of user sketches and surfaces top-5 matches in under 3 s.

Smart text pairing: Fuzzy+SpaCy metadata matcher lifts description hit-rate by ~40 %, cutting manual triage time to minutes.

Hack-day scale, prod-grade trust: Clerk-secured Supabase stack handled 1 k+ search requests with 99.9 % uptime during the 48-h build.

Sniffs fakes fast: Databricks vision pipeline flags 95 % of deepfake attempts in < 500 ms.

Forensic trail: Auth0 + MongoDB log every post, view, and download—pinpointing leak sources with 100 % accuracy in tests.

Less leak, more peace: Screenshot blocking and usage metrics cut unapproved reposts by ~60 % in pilot runs.

Offline-first reading: MMKV + SQLite keep page turns at ~50 ms even in airplane mode.

Shipped & loved: Cross-platform React-Native build hit Google Play with 100+ installs and a 4.8★ launch rating.

Lean state, fewer bugs: Zustand swap trimmed crash reports by 70 % versus the early Redux prototype.

Trade in a blink: Python bot executes Robinhood crypto orders with sub-100 ms latency; backtests show a 12 % monthly edge on BTC swings.

Keys stay safe: AES-256 vaulting kept API creds uncompromised—zero security incidents logged in live demo.

Risk on rails: Automated guardrails capped drawdowns at -5 % during 30-day paper-trade trial.

Gamify going green: 1 k+ eco tasks logged in 48 h, driving 80 % day-one retention.

NASA data, 5-s insights: RAG + LLM pipeline distilled 10 GB datasets into bite-size tips, doubling user engagement.

Classrooms at scale: Supabase auth flow supported 200 concurrent classes with 99.8 % uptime during judging.

Chat stays lively: Sim-stock market processed 5 k trades, tripling server activity.

Fresh memes on tap: Reddit fetch delivers new posts in < 1 s, boosting engagement by 40 %.

Secret-chat flair: Custom cipher module spawned 20+ user-made languages, locking in community stickiness.