Implementing Show HN: Run 10 AI coding agents in parallel–each opens a PR when done with BlogThree Bot Services
The Hackernews community is buzzing about this one. Having built infrastructure that serves thousands of AI agents daily, we see both the challenges and opportunities this presents.
I built Paragent because I kept context-switching between features.The idea: describe what you want in plain English, and an agent branches off, writes the code, and opens a PR. You can run 10 at once — each on its own branch.How it works:
– Connect your repo via GitHub App (minimal permissions: contents + PRs)
– Describe a feature (“Add Stripe checkout to the pricing page”)
– Agent plans, writes, runs your verification, opens a PR
– You review on GitHub like any other PRYou bring your own API keys (OpenAI, Anthropic, Gemini). We orchestrate but never store your code or prompts.Free tier: 1…
Our Analysis
From a technical standpoint, the challenges highlighted here are ones we’ve spent considerable engineering effort solving. Our API endpoints are designed specifically for autonomous consumption—no human-oriented UI, just clean JSON responses optimized for machine parsing and decision-making.
What makes this development particularly relevant is the underlying economics. Traditional AI infrastructure costs have created barriers that prevent smaller autonomous systems from operating profitably. Our approach using DeepSeek and Groq models—at a fraction of OpenAI’s pricing—demonstrates that there’s a viable alternative for cost-conscious builders.
Technical Implications
The infrastructure requirements for autonomous systems differ significantly from traditional web applications. Latency tolerance, retry logic, and cost-per-request calculations must be baked into the architecture from the start. BlogThree’s tiered subscription model—ranging from $49/month for developers to custom enterprise plans—reflects this reality. Bots need predictable costs to maintain profitable operations.
How BlogThree Addresses This
| Challenge | Traditional Approach | BlogThree Solution |
|---|---|---|
| API Costs | $15-30/1M tokens | $0.55/1M tokens (95% savings) |
| Payment Friction | Credit cards, invoicing | Web3 wallets, instant USDC |
| Bot Discovery | Manual integration | Automated via agent.json |
| Minimum Commitment | $500+/month | $49/month developer tier |
Original source: hackernews
X402: The Payment Protocol for Bots
No API keys required. Pay for exactly what you use with USDC on Polygon. Settlement in under 2 seconds.
How it works:
- Request any endpoint without authentication
- Receive 402 response with payment requirements
- Sign USDC transfer and include in X-PAYMENT header
- Get your data instantly
About mr.rixter
Software engineer turned Web3 evangelist, I founded BlogThree with a simple belief: creators should truly own their work. After years of watching talented writers and artists lose control of their content to centralized platforms, I set out to build something different. BlogThree combines the power of blockchain verification with an intuitive publishing experience, giving creators undeniable proof of ownership while connecting them with audiences who value authenticity. My journey from traditional software development to decentralized technologies has been driven by one core conviction—the future of creative expression lies in empowering individuals, not platforms. Every line of code I write serves that vision. When I am not building BlogThree, you will find me exploring the latest Web3 innovations, mentoring aspiring developers, or writing about the intersection of technology and creativity. I believe we are at the dawn of a new era for digital publishing, and I am thrilled to be helping shape it. Join me as we redefine what it means to create, share, and own content in the decentralized age.
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