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2695 postsAwsmux: Multi-Account AWS CLI Speeds AI Agents Up to 5.4x
Awsmux runs AWS CLI commands across hundreds of accounts in parallel, cutting AI agent costs and latency up to 5.4x with an approval-gated safety layer.
Kernel-Level Enforcement for AI Agents via eBPF-LSM and Z3
Solo-built eBPF-LSM prototype enforces AI agent guardrails at the kernel syscall boundary with Z3 SMT checks; open break-it challenge on GitHub.
Evidence Graph turns skipped AI-agent requirements into compile errors
Evidence Graph is a ttsc lint plugin that forces AI coding agents to explicitly cite specs, turning skipped requirements into compile-time errors.
CommitBrief — AI code reviews, right in your terminal
A provider-agnostic, local-first CLI that reviews your staged changes, a historic range, or a whole GitHub pull request. Zero telemetry, no server. Free and open source.
commitbrief.commp-units drafts a type-safe design for dB, dBm, Np, pH before coding it
mp-units proposes a type-safe C++ design for logarithmic units like dB, dBm, Np, and pH, seeking expert feedback before implementation.
Amdb: Single-Binary Local Code Context MCP Server in Rust
Amdb is a single Rust binary MCP server offering fully local graph+vector code context retrieval, built for air-gapped and regulated environments.
I let an AI agent handle my job search: the real numbers, LLM bill included
An engineer's 4-day data from an AI job-search agent: 13% fit-filter rate, $3.36 LLM cost per application, and the fight against bot detection.
License Laundering Exposed Across AI Dataset-to-App Supply Chains
Study of 232,270 AI supply chains reveals systematic license laundering, with obligation-bearing licenses vanishing while permissive ones persist.
Why AI Models Perform Worse Outside English
Why do LLMs underperform outside English? Training data, tokenizer inefficiency, and instruction-tuning gaps explain the cost and accuracy divide.
Turo: Aggressive Token-Saving Proxy for CLI AI Agents
Turo is an open-source CLI proxy that trims AI agent prompts, cutting LLM token usage by up to 70% while preserving meaning.
One ChatGPT link could plant a rogue AI agent inside your company
OpenAI's ChatGPT agent builder had an AgentForger flaw letting a single link spawn a rogue AI agent with an employee's full access.