Type a goal. AIRA finds the right customers, writes their messages, picks the best channel, and shows you live delivery results.
SYSTEM TELEMETRY
Uptime: 99.98% · 200/s rate
REASONING CORE
Token Latency: ~12ms · 70B
DATA STORE
Import customers to activate
ROUTING GATEWAYS
WhatsApp / SMTP relays
Reach Agent
Import a customer dataset, describe what you want to achieve, and AIRA handles the rest — segmentation, copywriting, channel routing, and live delivery tracking.
// recorded at SRMIST during development · all campaign logic runs live
Biggest Wins
Twelve milestones shipped by a single developer — from natural-language planning to live telemetry.
01Natural-language campaign planning
02AI-powered audience segmentation
03AI-generated message variants
04Channel recommendation engine
05Human-in-the-loop approval workflow
06Asynchronous callback architecture
07Webhook ingestion pipeline
08Real-time analytics dashboard
09Live telemetry and observability
10Groq + Llama 3.3 integration
11Successful Vercel deployment
12End-to-end AI marketing agent in 3 days
2026 Roadmap
Prioritized AI advancements that will close current gaps and unlock autonomous marketing for enterprise teams.
Specialized segment, copy, channel, and analytics agents collaborate autonomously to plan and launch campaigns.
Speak campaign goals aloud — Groq Whisper + realtime APIs convert voice into live campaign briefs instantly.
Chain-of-thought and tree-of-thought reasoning for deeper multi-step campaign strategy beyond single prompts.
Campaign results feed back into model tuning so each launch improves segmentation and copy quality.
AI designs, runs, and declares test winners without manual intervention — faster creative iteration.
Semantic links between customers, products, and campaigns power real-time next-best-action recommendations.
real problems, real fixes · 72 hours of building
Vercel deployment kept failing on build — had to switch to standalone output
🐞API routes throwing fetch failed errors in production
🐞Next.js App Router migration caused tons of import issues
🐞TypeScript errors everywhere after adding new types
🐞Path alias @/lib/utils not resolving properly
🐞Missing dependencies breaking the build repeatedly
🐞localStorage user name not persisting on refresh
🐞Agent reasoning panel layout breaking on mobile
🐞Telemetry stream logs not streaming in real-time
🐞Callback simulation delays not working consistently
🐞Message variant cards not highlighting selected state
🐞Glassmorphism blur effects killing performance
🐞Too many re-renders when agent was thinking
🐞Goal suggestions dropdown overlapping other elements
🐞Dark theme colors not consistent across phases
🐞Launch button animation conflicting with state changes
🐞Fake data seed not loading all 100 orders properly
🐞Channel service simulation sometimes firing callbacks twice
🐞Analytics numbers not updating after callbacks
🐞Cursor Composer breaking layout when adding too many sections
🐞Claude token limits forcing me to split prompts constantly
🐞Trying to do everything in 3 days with no sleep
🐞Balancing beautiful UI vs working backend logic
🐞Over-engineering the Neural Core orb at 2 AM
🐞Forgetting to close JSX tags multiple times
🐞Fighting with Tailwind arbitrary values for glow effects
🐞Deployment failed 7 times before it finally worked
🐞Real-time telemetry looked fake until I added proper staggering
🐞Human-in-the-loop approval flow was added last minute
🐞Realizing I built something actually impressive in 72 hours
🐞built with ❤️ + caffeine + pure stubbornness
bugs smashed: 30 | nights slept: 1.5
0 campaigns launched this session