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Analyzing Jellyfin PR #16062 with GauntletCI Jellyfin PR #16062 is titled "Query Performance Improvements." It was a massive architectural shift: 126 files, 27,810 lines of code. It was rev
On May 7, AWS launched AgentCore Payments in preview. Coinbase x402 plus Stripe. Agents can now purchase APIs, MCP servers, paywalled content, and data feeds mid-task, executing through payment rails
Originally published on ajeetchaulagain.com on March 30, 2026. Deploying a NestJS application to AWS Lambda behind API Gateway sounds straightforward — until you start wiring things together. Betw
Most workforce tools focus heavily on attendance and reporting. We wanted to go deeper. Our team at Taskdudes is currently building a workforce management SaaS that helps organizations manage employ
Desktop Application P2P Distribution Acceleration Practice: Full-Chain Integration from Consumer to Publisher Large file distribution for desktop applications has always been a headache—hi
Why scalability testing changes the conversation From objectives to guardrails: defining SLAs and acceptance criteria Performance KPIs and observability signals that reveal root cause Building realis
I'm the CEO of a translation company. Not an engineer. In Part 1, I tried to connect Copilot Studio to LDX hub's StructFlow API and hit a wall before getting anything to work. This is Part 2 — the co
Mickai is not a wrapper around a frontier LLM. It is a Sovereign Intelligence Operating System composed of twenty-five specialist brains across six subsystems, with a deterministic arbiter routing eve
Three strategies to deal with bot traffic. Give up. Have at it. Take what you want. As fast as you want. On my dime. Steal it. re-use it. Life is too short. Hide behind cloudflare. Let them try to d
At 1 a.m., the CI bot pinged me in our team chat for the tenth time: “Frontend multi-tab sync test failed.” This was already the third time this test case failed for our collaborative whiteboard proje
A while back I got frustrated with online tools that upload your files to a server, make you sign up, and then quietly keep your data. So I built TRE — a collection of 80+ tools that run entirely in y
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Harness engineering is everything around your AI agent except the model: memory, tools, permissions, hooks, observability. LangChain gained 13.7 benchmark points changing only the harness. This guide
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The company is reportedly in talks to raise another $750 million at a pre-money valuation of more than $40 billion. It last raised in November at $32 billion.
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The new features could be handy for customer service systems, but OpenAI says they have applications that work across a variety of other fields, including education and creator platforms.
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