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Agentic Context Management: Solving Agent Memory and Cost by Treating Them as Lifecycle and Architecture Problems
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Agentic Context Management: Solving Agent Memory and Cost by Treating Them as Lifecycle and Architecture Problems

Hacker News·about 1 month ago
#GhvmCEv5
#arxiv#context#cost#token#view#production

Production AI agents' failures are less often due to an inability to reason well and more often because they cannot manage what is in their reasoning context: conversation histories, large prompts, large tool definitions, and ballooning tool outputs.…

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Why Go is an Ideal Language for AI-Assisted Software Engineering
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436

Why Go is an Ideal Language for AI-Assisted Software Engineering

Hacker News·about 2 months ago
#brPJuyZh

As AI coding assistants shift the developer's primary role from writing boilerplate to reviewing and maintaining systems, language choice becomes critical for long-term architectural integrity.…

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Stop Shipping Bloat: 7 Steps to 15x Faster, 90% Smaller Docker Builds
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Stop Shipping Bloat: 7 Steps to 15x Faster, 90% Smaller Docker Builds

DEV Community·M Hossein·4 months ago
#jxCgLe8i
#dev#build#copy#node#layer#production

We’ve all seen it: a simple service wrapped in a Docker image that tips the scales at 1.2GB and drags...

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If your AI agent can send emails, browse websites, or call tools, I want to test something with you

Most security tools for AI agents check one message at a time. Arc Gate tracks the whole conversation. That matters because the attacks that actually work in production don’t happen in one message. They happen across 8 turns. Each one looks clean.…

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Introducing MAI-Code-1-Flash  | Microsoft AI
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Introducing MAI-Code-1-Flash  | Microsoft AI

Hacker News·4 months ago
#KCJUfYtv
#microsoft#code#bench#flash#production#tasks

Coding models are most useful when they perform well in the same environment developers use every day. That is why we built MAI-Code-1-Flash with production workflows at the center, rather than optimizing only for benchmarks.…

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Slate Auto Opens Order Books for Bare-Bones EV Truck as Bezos-Backed Startup Faces Delivery Deadline
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Slate Auto Opens Order Books for Bare-Bones EV Truck as Bezos-Backed Startup Faces Delivery Deadline

Slate Auto will announce pricing and open non-refundable preorders for its modular, bare-bones electric truck on June 24. With over 160,000 reservations and $1.4 billion raised, the Bezos- and Walter-backed startup targets late 2026 deliveries in the…

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