3/26/2026
Deploying MuJoCo on Azure ML: Surprising Pain Points
Technical troubleshooting guide for deploying MuJoCo physics simulator on Azure ML for VLA research. Specific infrastructure solutions with deep debugging analysis.
3/26/2026
Why LLMs Lie in Different Ways?
Study analyzing different categories of errors and hallucinations in LLM outputs.
3/26/2026
Helix – Self-healing SDK for AI agent payments
Helix SDK provides payment infrastructure for AI agents with self-healing error recovery.
3/26/2026
OTEL/EDOT AutoPilot – OpenTelemetry for all languages (skills and MD files)h
OpenTelemetry autopilot for legacy/modern languages enabling APM without SDK support via agent injection.
3/26/2026
Google Analytics MCP for Claude
MCP server for Claude enabling LLM interaction with Google Analytics APIs through standardized tools interface.
3/26/2026
Review of "Vibe Coding: Building production grade software with Gen AI"
Book review of 'Vibe Coding' on using generative AI coding assistants effectively in software development.
3/26/2026
AI-Driven Offensive Security: The Current Landscape and What It Means
Analysis of agentic AI capabilities in offensive security, including malware development and C2 infrastructure.
3/26/2026
Show HN: I built AI agents that debate questions LLMs usually refuse to answer
Multi-agent debate system where AI agents argue about controversial questions to surface diverse perspectives and sources.
3/26/2026
Are LLMs Reliable Code Reviewers?
Research evaluating reliability and effectiveness of LLMs as automated code review tools.
3/26/2026
Show HN: An unstructured data workspace for data transformations with LLM
Unstructured data analysis workspace using LLM APIs for iterative prompt tuning and data segmentation. Developer tool for LLM-based data transformation workflows.
3/26/2026
Architecture patterns for integrating LLM agents into enterprise knowledge work
Architectural patterns and best practices for deploying LLM agents in enterprise knowledge work environments.
3/26/2026
Nemotron-Cascade 2: Post-Training LLMs with Cascade RL [pdf]
NVIDIA Nemotron-Cascade 2 research on post-training LLMs using Cascade reinforcement learning.
3/26/2026
My minute-by-minute response to the LiteLLM malware attack
Personal account of response to LiteLLM malware attack. Developer tool security incident.
3/26/2026
Fixed a bug in ARK – my AI agent stopped hallucinating
Bug fix in ARK AI agent that reduced hallucination. Minimal detail provided.
3/26/2026
Show HN: Sup AI, a confidence-weighted ensemble (52.15% on Humanity's Last Exam)
Stanford student built confidence-weighted ensemble weighting multiple AI models by output entropy to reduce hallucination. Achieved 52.15% on Humanity's Last Exam.
3/26/2026
Show HN: GoLiveKit – A Next.js SaaS kit with built-in context for AI agents
GoLiveKit Next.js SaaS starter kit with pre-built AI agent capabilities, self-hosting, and CI/CD automation.
3/26/2026
Gemini 3.1 Flash Live: Making audio AI more natural and reliable
Google's Gemini 3.1 Flash Live: improved audio model for natural real-time dialogue with lower latency, available via API and Search Live.
3/26/2026
Show HN: Kora – An AI-native OS layer written in 370k lines of Rust
Kora: Local-first AI OS layer in Rust enabling conversational control with on-device context, no cloud data collection.
3/26/2026
Agentis – multi-agent AI platform across 12 LLM providers, watch them in 3D
Multi-agent AI platform supporting 12 LLM providers with 3D visualization of agent interactions.
3/26/2026
Auditing source code wasn't enough in the LiteLLM attack
Analysis of LiteLLM security vulnerability showing that source code audits alone are insufficient for supply chain security.
3/26/2026
Show HN: Cognitive Layers
Developer tool for maintaining AI agent project specifications in markdown to keep LLMs and humans aligned on evolving codebases.
3/26/2026
Ask HN: What experience do you have with 'specs –> design –> code' orchestration
Discussion on automating specs-to-design-to-code pipeline using AI cloud agents with human review loops integrated into workflow.
3/26/2026
Show HN: SentinelGate – Access control for AI agents (open-source MCP proxy)
SentinelGate: open-source MCP proxy providing access control for AI agents. Security and governance layer for agentic systems.
3/26/2026
Show HN: Context Plugins – API context for AI coding assistants
Context Plugins: MCP server generating SDKs from OpenAPI specs for AI coding assistants like Cursor. Provides structured API context without relying on training data.
3/26/2026
Show HN: Tested 12 LLMs with few-shot examples
Evaluation of 12 LLMs (6 cloud, 6 local) with few-shot learning across 5 tasks. 27k+ evaluations showing few-shot instability in some models and task-dependent benefits.
3/26/2026
Claude Code in a Devcontainer
Sandboxed devcontainer environment for running Claude Code with bypassPermissions enabled safely, designed for security audit workflows.
3/26/2026
PDF Prompt Injection Toolkit – Hidden LLM Payloads in PDFs
PDF Prompt Injection Toolkit: red team/blue team toolkit for testing hidden LLM payloads in PDFs. Addresses security in LLM document processing pipelines.
3/26/2026
Apfel CLI – use your free Apple Intelligence on your Mac your way
CLI tool for local Apple Intelligence LLM on Mac with no cloud, API keys, or subscriptions; wraps FoundationModels framework.
3/26/2026
AI that fixes your production errors and opens a PR – while you sleep
InariWatch: automated error fixing tool that monitors GitHub/Vercel/Sentry, uses AI to write fixes, and opens PRs. Supports 5 AI providers.
3/26/2026
Show HN: Burn0 – One import to see what every API call costs
Cost observability tool tracking API calls across LLMs and SaaS services in real-time per-request cost visibility.
3/26/2026
Ask HN: In the age of AI, why is incident handling still manual?
Discussion questioning why incident response automation remains manual despite fragmented tools and potential for AI-driven orchestration.
3/26/2026
AI Agent Has Root Access (and That's a Problem)
Security analysis of AI agent tool integrations, finding 66% of 1,808 MCP servers have privilege escalation vulnerabilities with no granular permission controls.
3/26/2026
Show HN: Agent Skill Harbor – a GitHub-native skill platform for teams
Open source GitHub-native skill management platform for teams to share, track, and safely manage AI agent skills.
3/26/2026
Show HN: Breathe-Memory – Associative memory injection for LLMs (not RAG)
Breathe-Memory: associative memory injection for LLMs using concept graphs and BFS traversal. Alternative to RAG that injects only relevant context based on entity/temporal anchors.
3/26/2026
Constructing an LLM-Computer
Article about building an LLM-Computer; limited content provided.
3/26/2026
Claude-baton: Persistent session memory for Claude Code via local SQLite
Tool providing persistent session memory for Claude Code via local SQLite, enabling context preservation across sessions with auto-save hooks.
3/26/2026
Ask HN: How do I contribute to OSS without giving training data to AI companies?
Discussion on open source contribution implications when code may be used for AI model training without consent.
3/26/2026
Why Linguistic Context Outperforms Raw Data for LLM Decision-Making
Study comparing LLM decision-making with structured briefings vs raw data. Found linguistic context outperforms raw numbers for financial analysis tasks.
3/26/2026
Show HN: Pytest tests catching Python supply chain attacks (litellm .pth vector)
Pytest-based security scanner detecting supply chain attack vectors in Python dependencies, inspired by litellm PyPI poisoning incident.
3/26/2026
Nemotron-Cascade 2: Post-Training LLMs with Cascade RL, On-Policy Distillation
Research on Nemotron-Cascade 2 using Cascade RL and on-policy distillation for post-training language models.
3/26/2026
Grove: Distributed LLM Training over AirDrop
Grove enables distributed ML training across MacBooks with automatic peer discovery over AirDrop protocol, zero configuration required.
3/26/2026
Show HN: Paseo – Open-source coding agent interface (desktop, mobile, CLI)
Open-source multi-platform interface for running Claude Code, Codex and OpenCode with daemon/client architecture supporting voice, desktop, mobile, and CLI.
3/26/2026
Show HN: Version 1.0 of agent-of-empires CLI agent orchestration tool
CLI tool for orchestrating multiple coding agents simultaneously, with git worktrees and sandboxing. Version 1.0 release from Mozilla AI with 30+ contributors.
3/26/2026
Show HN: Paseo – Open-source coding agent interface (desktop, mobile, CLI)
Open-source multi-platform interface for running Claude Code, Codex and OpenCode with daemon/client architecture supporting voice, desktop, mobile, and CLI.
3/26/2026
Most GPU Clusters Are Economically Misconfigured
Analysis of GPU cluster economic inefficiencies leaving 60% capacity idle and AI optimization approach to improve throughput utilization.
3/26/2026
Unsuccessfully training AI to play my favorite niche childhood game
LeWorldModel: stable end-to-end JEPA architecture for learning world models from raw pixels without representation collapse.
3/26/2026
AI Coding Assistants Haven't Sped Up Delivery
Analysis of why AI coding assistants haven't significantly improved project delivery velocity, arguing coding was never the bottleneck but specification and verification are.
3/26/2026
AgentMesh – Docker Compose for AI Agents (TypeScript, Open Source)
AgentMesh: Open-source TypeScript framework using YAML to define, coordinate, and run multi-agent systems with shared memory locally.
3/26/2026
Holo AI Review: The 75% Faster Marketing Tool? My Honest Take
Holo AI marketing content generation platform review claiming 75% faster draft creation for content marketers.
3/26/2026
How the hell do you test LLMs?
Technical exploration of LLM testing challenges in production agent systems, covering non-deterministic behavior and hallucination issues.