Zenity Labs disclosed an attack chain called AgentCorruption against Amazon Bedrock AgentCore that let one compromised agent steal credentials belonging to every other agent in the same AWS account an…
A developer compared Ragas and Truvec for evaluating retrieval in RAG pipelines, arguing that most RAG failures stem from the correct passage never being retrieved or being ranked too low rather than …
A developer built Sentinel, an AI policy assistant for the Monad Metropolis hackathon that uses Alibaba's Qwen 3.8 Max (qwen-max via the DashScope OpenAI-compatible API) to translate plain-English int…
A developer's teaching writeup argues that teams should diagnose LLM failures by inspecting input, retrieval, tool responses and expected output before choosing between prompting, RAG, fine-tuning or …
A developer named Ahmet has launched Sentinel Aleph, a free crypto market scanner in open beta that monitors 570+ Binance spot and futures markets on the 4-hour chart and publishes trade signals with …
A developer's log-analysis guide shows how to measure and block AI crawler traffic using nginx access logs, citing Cloudflare data that Yandex bot traffic fell to 0.4 percent of its recent maximum aft…
A developer detailed an architecture for autonomous AI coding pipelines that replaces trust-based code generation with evidence-based verification, using Test-Driven Development as a control-flow mech…
A developer released japan-intel-mcp, a free, keyless MCP server that normalizes the Japan Meteorological Agency's deeply nested, Japanese-documented forecast JSON into a flat structure callable from …
A developer at 5dive outlined a three-tier model for agent context — CLAUDE.md as pushed context, skills as indexed context, and memory as pulled context — arguing that procedures belong in skills or …
A developer built TouchGrass, an open-source web app that generates short outdoor "missions" to get users off their screens, using the open-weight GPT-OSS 20B model called directly from the browser vi…
A developer published a six-step guide for selecting a local large language model based on hardware constraints rather than parameter counts or leaderboard rankings. The guide advises defining the tas…
Manuel Castillejo released FlowSight 6.1.1, an AGPL-3.0 desktop application that plans work sessions, blocks distracting sites during focus blocks, and generates local-AI work reports from recorded ac…
A developer proposes "consequence models" — models that take the state of the world and a proposed agent action and return the probability the action succeeds and how it is likely to fail — as a missi…
A manual audit of 760 public GitHub repositories that run AI coding agents in CI found that roughly 3 in 10 let an outsider reach the agent or grant it more power than its task requires, with 116 repo…
Langflow, a low-code AI workflow builder, contains an unauthenticated remote code execution flaw tracked as CVE-2026-0768 and scored 9.8, allowing attackers to reach Python code evaluation functionali…
A developer has released africa-coord-bus, an open-source event bus that connects previously isolated domain-specific MCP servers for African use cases — including drought intelligence (wapimaji-mcp),…
HAL-X AI has open-sourced THX-01, a 322-million-parameter non-autoregressive decision model that returns structured answers with calibrated probabilities in a single forward pass, and reports over 70 …
A developer outlined a lightweight LLM proxy architecture that routes API Gateway HTTP APIs directly to Lambda Function URLs and adds a small in-process prompt cache, claiming sub-100 ms responses for…
A developer built an 81-line Bash script, minicontainer.sh, that constructs a working Linux container from kernel primitives—namespaces, cgroups, a root filesystem and a veth network pair—on Ubuntu 24…
The LFORLA Reverse Engineering benchmark scores LLMs on restoring C source from stripped binaries using identical prompts, a deterministic token-similarity judge, and four per-axis rubrics with a publ…