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ai
42 postsThe Forgotten Symlink: 'It Works' Isn't 'It's Maintained'
A repo had the right Cursor symlinks all along, but forgot why they mattered - proving working code isn't the same as maintained code.
AI Audit Uncovers Seven Real Bugs in Cloudflare's CIRCL
zkSecurity's AI audit tool found seven real bugs in Cloudflare's CIRCL cryptography library, all now fixed and mostly rewarded via HackerOne.
Why the AI Bill Grows Inside the Agent Loop
Token-saving tricks barely move the needle on AI agent costs; the real spend comes from retries, agent turns, and parallel subagents. A look at Copilot's billing shift.
OpenAI and Broadcom Unveil Jalapeño, an LLM Inference Chip
OpenAI and Broadcom unveiled Jalapeño, a custom LLM inference chip built in nine months, set for gigawatt-scale data center deployment starting in 2026.
How context is managed in long-running agentic systems
A look at how Director's Journal, Critic's Review and Timeline mechanisms keep multi-agent security investigation systems coherent over long-running sessions.
Kod Temizliği Yapay Zeka Kodlama Ajanlarını Nasıl Etkiliyor?
Yeni bir araştırma, kod temizliğinin AI kodlama ajanlarının başarı oranını değil, token maliyetini ve verimliliğini etkilediğini gösteriyor.
rememori: A Zero-Dependency TypeScript Memory Engine for AI Agents
rememori is a zero-dependency TypeScript library giving AI agents persistent memory by combining cosine similarity, entity graphs and time decay.
Teaching AI to Read Compliance Papers, Not to Decide
A two-stage AI pipeline reads SMS compliance documents field by field, while a deterministic rule engine — never the model — makes every approve, reject or review decision.
How Sentry uses a Claude skill to reproduce SDK bugs
Sentry engineers built a Claude skill that turns GitHub issues into minimal reproductions, cutting boilerplate work and speeding up SDK bug triage across 159 packages.
Akıllı ev cihazları ev işçilerinin mahremiyetini nasıl tehdit ediyor
Yeni bir araştırma, AI destekli akıllı ev cihazlarının ev işçileri için oluşturduğu gizlilik risklerini sosyoteknik bir tehdit modeliyle inceliyor.