A developer created a 30-line load tester using asyncio and aiohttp to evaluate free AI server tiers before building on them. The script sends concurrent HTTP requests to a health endpoint and reports…
A developer achieved a 31.8x speedup in a RAG ingestion pipeline by converting sequential HTTP embedding calls to asynchronous concurrent requests using aiohttp and asyncio.gather on AWS Bedrock, redu…
A team at Planck discovered that adding more AI agents to their production system caused timeouts and latency spikes not due to large language models but because tiny CPU tasks snowballed under massiv…
Trail of Bits engineers, in partnership with OpenAI's Daybreak initiative, launched Patch the Planet, a week-long effort using frontier AI models like GPT-5.5-Cyber to find and fix vulnerabilities in …
A developer built an open-source Telegram bot called @codexHuddbot to solve the one-shot referral matching problem for OpenAI's Codex referral promo. The bot stores referral links in a queue and match…
A developer spent three weeks debugging an AI chatbot that kept timing out in production, with 15% of requests failing due to slow API responses. The solution involved implementing streaming responses…