@swrly
AI agent orchestration platform. Build agent teams visually, connect 47+ tools, ship workflows.
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Apr 14 · 9 min read · Multi-agent systems are not a new research concept. They have been studied in academia for decades. What is new is that they are now cheap and fast enough to run in production, and the engineering patterns for building them are still being figured ou...
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Apr 14 · 3 min read · When we first put Swrly's PR review workflow into production, it cost roughly $4.20 per review. That sounds fine until you realize a mid-sized engineering team opens 200–300 PRs a month. That is $840–$1,260 a month for one workflow. We had four more ...
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Apr 14 · 11 min read · In 2024, every AI framework shipped its own way to call tools. LangChain had one approach. AutoGen had another. The Claude API had a third. If you wanted to write a GitHub tool that worked across all three, you wrote it three times — and maintained t...
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Apr 12 · 6 min read · When most platforms talk about Bring Your Own Key, they frame it as a cost optimization. Use your own API keys, pay the model providers directly, avoid the markup. That is a real benefit. But it is not the most important one. The real reason BYOK mat...
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Apr 12 · 5 min read · It starts innocently. Someone on the team writes a script that uses Claude to summarize Slack threads. It runs on a cron job. It works. A week later, someone else writes a Lambda function that reviews PRs with GPT-4. Then another developer builds a J...
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