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Dev.to

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12:20
2026-11-01
dev.to
ai-agents

Your AI Agent Doesn't Belong Inside an HTTP Request

A developer argues that long-running AI agents should not be executed inside a single HTTP request, because coupling an agent's lifetime to a browser connection means a closed tab can kill a task that…

12:17
2026-11-01
dev.to
ai-agents

Why a multi-agent system must not average

A developer described rebuilding a multi-agent analysis system by removing all voting and weighted averaging from the codebase, arguing that averaging heterogeneous judges produces a "fabricated conse…

11:41
2026-11-01
dev.to
ai-agents

Aegis: Rethinking Kubernetes Security for AI Workloads

A developer built Aegis, an open-source Kubernetes-native security control plane for AI workloads, autonomous agents, and tool-enabled LLM applications. Aegis centers on an AIWorkloadPolicy custom res…

11:40
2026-11-01
dev.to
developer-tools

How Does Rust Code Run on a GPU? Tracing cuda-oxide and PTX

A developer traced how a Rust vector-addition kernel compiled with NVIDIA's cuda-oxide toolchain becomes PTX, examining how thread indexing and array accesses are lowered for the GPU. The kernel uses …

11:35
2026-11-01
dev.to
ai-agents

Give your AI agent real poker solver data with MCP

A developer on the Pokerai API team released @pokerai/mcp, an MCP server that connects AI chat clients to presolved poker strategy data for 6-max No-Limit Hold'em, so models explain solver output rath…

11:08
2026-11-01
dev.to
ai-agents

Zero-Gas Autonomous Agents: Account Abstraction on Base L2

A developer published a production-grade Python approach for running autonomous crypto agents without native ETH by routing execution through ERC-4337 account abstraction on Base (Chain ID 8453) with …

11:07
2026-11-01
dev.to
ai-agents

Use AI Coding Agents Like a Pro: Fewer Tokens, Better Code

A developer has outlined a tool-agnostic workflow for keeping AI coding agents like Claude Code, OpenAI Codex, Cursor and GitHub Copilot cheap and accurate by aggressively managing context. The approa…

10:39
2026-11-01
dev.to
ai-agents

BillionVerify Is Now in Claude's Connector Directory

BillionVerify has been added to Claude's official connector directory, letting users verify email addresses, clean short lists, and check verification history directly in chat without pasting an MCP s…

09:13
2026-11-01
dev.to
ai-infrastructure

How a GPU Job Queue Became a Shared Inference Scheduler

A developer built the Pyash GPU Housekeeper, a device-aware service that manages GPU-backed runtimes such as Ollama by separating durable job tracking from capacity admission, model memory release, an…

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