AI dev bounties · escrow-secured
Ship AI work.
Or get paid to ship it.
AislandLab is a bounty board for AI-native developers — RAG pipelines, fine-tunes, framework migrations, agent tooling. Claim a task, ship it, and get paid the moment it's approved. Every bounty is held in escrow from the start.
01 Live bounties
12 open · escrow-secured
RAG pipeline over Notion + Slack
“Chunk, embed, and retrieve across company docs; ship a streaming answer endpoint with citations.”
Fine-tune Llama 3.1 for support triage
“Classify inbound tickets into 40 queues; deliver a fine-tuned adapter + eval harness (>92% acc).”
Migrate Next.js 14 to 16 App Router
“Move pages-router routes to app/, fix caching, keep ISR. Zero-downtime deploy.”
Stripe webhook idempotency audit
“Harden payment webhooks against replays and double-capture; add a reconciliation cron.”
Cursor rules pack for a Turborepo
“Author reusable .cursor/rules for a TS monorepo; cover testing, commits, and refactors.”
Agent that books flights from natural language
“Tool-using agent over a flights API; handle date ambiguity + multi-city. Ship a demo.”
Whisper batch transcoder + diarization
“GPU-efficient batch transcode with speaker diarization; S3 in / S3 out.”
Linear-GitHub two-way sync
“Reliable two-way issue sync with conflict resolution; deploy as a cron + webhook.”
Eval harness for a RAG retrieval step
“Measure recall@k + faithfulness across retrieval configs; pick a winner.”
Slack bot that summarizes threads
“Slash-command bot that summarizes a thread + extracts decisions + owners.”
Quantize a 70B model for a single 4090
“AWQ/GPTQ a 70B model to fit a 24GB 4090 at >40 tok/s; ship inference server.”
Tailwind v4 migration for a design system
“Move a 30-component design system to Tailwind v4 (CSS-first config); keep tokens.”
03 How it works
Sentence to shipped — escrow at every step.
Post a bounty
Describe the AI task in plain language and set a USD bounty. We authorize it with Stripe and hold it in escrow.
Claim & ship
A builder claims the open bounty and ships the deliverable — a repo, a PR, a deploy — back on the task page.
Approve & pay
Review the work, approve it, and the escrowed bounty is captured and released. Cancel anytime before approval.