7/13/2026
Sysdig documents the first ransomware attack run end to end by an AI agent
Report on JadePuffer, first ransomware attack executed end-to-end by autonomous AI agent.
7/13/2026
AI agents 136.5 times less efficient than conventional AI
Title-only submission comparing efficiency of AI agents versus conventional AI.
7/13/2026
Languages in 3 days: field notes from localizing an AI translation product
Case study on localizing an AI translation product across languages in rapid timeframes. Real-world implementation notes.
7/13/2026
Show HN: Replaces Supabase and FastAPI
Jerrycan: AI-native Rust backend framework where agents design, generate, verify backends without manual coding. MCP server integration.
7/13/2026
LingBot-Video: An open-source MoE video foundation model for embodied AI
Open-source mixture-of-experts video foundation model for embodied AI. Machine learning research in multimodal domain.
7/13/2026
Show HN: Learn OCaml, exercises checked by WASM in browser
Interactive OCaml course with WASM compiler in browser for self-checking exercises. Built with Claude Code. Open source.
7/13/2026
Evaluating the GPT-5.6 Family
Benchmark evaluation of GPT-5.6 family models (Sol, Terra, Luna) vs Anthropic alternatives on agentic tasks. Cost-performance analysis provided.
7/13/2026
Show HN: Build Rules for Claude Code, Cursor, and Codex
Kastra intercepts and evaluates AI agent tool calls against policies before execution. Control layer for Claude Code, Cursor, Codex agents.
7/13/2026
Show HN: Crowdmind – open-source tool to test ideas against AI personas
Open-source tool for testing ideas against multiple AI personas. Limited technical details provided.
7/13/2026
Show HN: Clawk – Give coding agents a disposable Linux VM, not your laptop
Clawk isolates coding agents in disposable Linux VMs for safe execution. Prevents agents from damaging host systems.
7/13/2026
Show HN: Honeyprompt, the load-balancing, multi-protocol LLM honeypot
Honeyprompt: LLM honeypot with load-balancing and multi-protocol support. Title and minimal details only.
7/13/2026
Node0 – A P2P protocol and SDK for autonomous AI agents
P2P protocol and SDK for building autonomous AI agents. Developer tool enabling decentralized agent deployment.
7/13/2026
I had rival LLMs judge 205 of my own startup ideas
LLMs evaluated 205 startup ideas. Title only. No methodology or results provided.
7/13/2026
Benchmarking 15 "E-Waste" GPUs with Modern Workloads
Benchmark analysis of decommissioned NVIDIA enterprise GPUs (K80, P100, V100) for modern machine learning workloads.
7/13/2026
Show HN: Nable, open source finops MCP
Nable is an open source FinOps MCP tool that integrates with Claude/Cursor to analyze cloud and AI spending across AWS, Azure, GCP, and SaaS providers.
7/13/2026
The State of AGENTS.md: scoring the 16 biggest AI agent repos' own instructions
Evaluation of 16 major AI agent repository instruction files. Comparative analysis of agent framework quality and completeness.
7/13/2026
Show HN: ProtoLink – A Python runtime for distributed A2A agents
ProtoLink is a Python framework for building distributed multi-agent systems with LLM integration, tool management, and MCP support in production-ready architecture.
7/13/2026
SociaLLM Engineering: On Manipulating AI Agents and what we can do about it
Research on social engineering attacks against AI agents and mitigation strategies. Title only, no content provided.
7/13/2026
Toast IDE Gets LSP Goto and Autocomplete
Toast IDE is a lightweight terminal-based code editor with LSP support, syntax highlighting, and git integration, currently in early development.
7/13/2026
Cairn, an AI agent with a $50 budget, an email address, and a constitution
Cairn is an AI agent with a $50 budget that manages its own personality, memory, and goals in a public Git repository, evolving through committed changes.
7/13/2026
Show HN: Latent-free ternary LLM training
Latent-free ternary LLM training technique. Title only. No content details provided.
7/13/2026
MCP Spec Check
MCP Spec Check tool validates remote MCP servers against 2026-07-28 spec release. Tests stateless core adoption and version negotiation.
7/13/2026
Make LLM-powered apps Smarter and Cheaper, Reliable, Auditable changing 1 LOC
Consortium platform for reliable LLM workflow execution with durable DAG execution, retries, audit trails, cost tracking, and ensemble methods built-in.
7/13/2026
Open source AI matters more than ever, according to Hugging Face's Clem Delangue
Hugging Face CEO discusses open source AI growth, cost advantages over frontier APIs as companies scale, and industry adoption trends.
7/13/2026
Show HN: OSS Web Based AI Video Studio (Vivijure)
Vivijure: open-source AGPL-3.0 web-based AI video studio with modular frontend for video planning, image generation, and LoRA training set creation.
7/13/2026
Building AI Agents? Here Are Some Anti-Patterns to Avoid
Article identifying architectural anti-patterns in AI agent projects: memory design, tooling decisions, and complexity management as key failure points.
7/13/2026
TeamBrain – Git-Native Shared Memory for Claude Code, Cursor and Codex
Git-native shared memory system for AI coding agents (Claude, Cursor, Codex) to reduce context reprocessing costs and improve agent continuity.
7/13/2026
Mistral, Europe's AI Darling, Fails FLI Safety Index
Future of Life Institute AI Safety Index shows Mistral AI scored lowest among major AI companies in safety evaluation.
7/13/2026
AI Agent Coding Comparison: The Rust Leap Year Challenge
Benchmark comparison of 5 AI agents (Claude, GPT, Gemini, Qwen, Hy3) on Leap Year coding task with performance analysis.
7/13/2026
Vairfid – Identity and accountability layer for AI agents
Identity and accountability layer protocol for AI agents. Developer tool enabling auditability and traceability in agent systems.
7/13/2026
Senator Warner Makes a First Foray into Agentic AI Regulation
Senator Warner proposes regulation framework for agentic AI systems and their autonomous decision-making capabilities.
7/13/2026
I let an LLM rewrite the tool descriptions of 4 MCP servers – before/after data
Analysis of LLM tool selection using MCP server descriptions with reproducible data. Shows how agents pick tools and impact of description clarity.
7/13/2026
Show HN: OGAC – Run reliable, compliant and governed AI for your enterprise
Enterprise platform combining frontier models with company data for governed, compliant AI with safety and observability.
7/13/2026
Show HN: UATC-Closed-loop VRAM control and dynamic data pruning for LLM training
UATC system for adaptive VRAM control during LLM fine-tuning on edge hardware using closed-loop feedback to prevent OOM crashes.
7/13/2026
DiscoMCP – Turn an unknown MCP into a reusable operational skill for AI agents
DiscoMCP tool teaches AI agents operational workflows and data safety rules for MCP servers, reducing agent errors on unfamiliar tools.
7/13/2026
Show HN: LLM-mock – Record and replay OpenAI/Anthropic calls in pytest (v1.0)
pytest plugin for recording and replaying OpenAI/Anthropic API calls to eliminate test flakiness and costs. Open-source developer tool.
7/13/2026
Show HN: I built an agent framework where the agent is just one file
Looped AF: Agent framework for building event-driven AI agents from single configuration file, containerized deployment.
7/13/2026
Tell HN: The Codex App is replaced by ChatGPT
OpenAI deprecates standalone Codex app; functionality migrated to ChatGPT product.
7/13/2026
Show HN: Call to Control AI Agents via the Web
Open source web interface for controlling and monitoring coding AI agents remotely with Twilio integration support.
7/13/2026
Chinese AI models are gaining ground with U.S. companies
Chinese LLMs like DeepSeek gaining adoption among U.S. companies due to lower costs and narrowing performance gaps with OpenAI and Anthropic.
7/13/2026
DolphinDB v3.00.6 and v2.00.19: Introducing DolphinX for Enterprise AI Agents
DolphinDB releases v3.00.6 and v2.00.19 with DolphinX for enterprise AI agents.
7/13/2026
Show HN: GGUFun, play snake and a simple maze on Ollama using hand crafted GGUFs
Demonstrates hand-crafted GGUF models for deterministic outputs, building playable games on Ollama. ML model format experimentation.
7/13/2026
Muse Spark 1.1: Meta gains 8 Intelligence Index points in three months
Meta's Muse Spark 1.1 LLM model scores 51 on Artificial Analysis Intelligence Index, showing 8-point improvement in three months with improved efficiency.
7/13/2026
Device Context Protocol – Bridge LLM Agents to Physical Devices
Device Context Protocol v0.3 specification enabling LLM agents to safely control physical devices including microcontrollers with compact wire format and MCP compatibility.
7/13/2026
Tell HN: One SWE-bench-Live task: $47 Opus failed, $1.46 GPT-5.6 passed
Benchmark comparison of 7 LLMs on SWE-bench-Live task dynaconf__dynaconf-1225 with cost analysis, reproducible commands, and lessons learned from model performance variations.
7/13/2026
Interactive Jacobian-Lens visualizer and live steerer for GGUF models
Open source GGUF-native implementation of Jacobian Lens from Anthropic for interactive LLM visualization, steering, and ablation with llama.cpp.
7/13/2026
Show HN: TradingSpy-Loop based research and backtesting trading Agent
Open-source AI trading research platform with agent-based strategy generation, backtesting, and market analysis in Docker. Local-first architecture.
7/13/2026
The Harness Is Not the Model: How Far Scaffolding Takes a Weak LLM
Empirical study showing weak LLM models wrapped in retrieval, tools, and verification achieve frontier performance. Tests five harness components against 30 sources.
7/13/2026
Llambda.lisp an LLM Engine in Pure Common Lisp
Pure Common Lisp LLM inference engine supporting quantized models from GGUF files with AVX2 acceleration and multi-threading. Zero external dependencies.
7/13/2026
Dunning-Kruger After AI: The Gap That No Longer Closes
Essay on how AI tools affect the Dunning-Kruger effect and capability assessment in organizations.