5/7/2026
How many of us are evaling our skills?
Apastra: coding agent tool for evaluating and benchmarking skills with interactive guidance on writing evaluation tests.
5/7/2026
cuda-oxide: a custom rustc backend for compiling GPU kernels in pure Rust
cuda-oxide: experimental rustc backend enabling GPU kernel compilation in pure Rust without DSLs or foreign bindings. Alpha stage, actively developed.
5/7/2026
Larql: Run attention locally, FFN on another machine
LARQL: Decompile transformer models into queryable vector index format with LQL for browsing and editing neural network weights without GPU.
5/7/2026
PLUR: Persistent memory for AI agents. Local-first, zero-cost
PLUR: Local-first persistent memory system for AI agents storing corrections and preferences as YAML, works across MCP tools without cloud APIs.
5/7/2026
CLI Printing Press – create go CLI tool from any API
CLI Printing Press generates optimized command-line interfaces from API documentation for AI agents, reducing token spend and improving agent efficiency through well-designed CLIs.
5/7/2026
Show HN: Resurf – realistic, reproducible test framework for AI browser agents
Resurf is a testing framework for AI browser agents providing realistic, deterministic, reproducible environments with failure injection on synthetic websites.
5/7/2026
GitHub Copilot CLI combines model families for a second opinion
GitHub Copilot CLI introduces Rubber Duck feature, using a second AI model family to review and validate coding agent plans before execution.
5/7/2026
Show HN: I built open-source auth for AI agents (Go, single binary)
SharkAuth is an open-source identity provider for AI agents supporting OAuth 2.1, token exchange, and delegation with cryptographic verification of agent identity chains.
5/7/2026
Starting with Agentic AI
Personal exploration of practical agentic AI applications, use cases, and limitations after crossing productivity threshold.
5/7/2026
Show HN: Veris – Agent sandboxes with simulated external services
Agent sandbox platform with simulated external services for testing and regression detection in AI systems.
5/7/2026
Locked, stocked, and losing budget: AI vendor lock-in bites back
Analysis of AI vendor lock-in effects as switching costs rise; discusses model selection challenges and pricing dynamics.
5/7/2026
AI's Fastest-Growing Engineering Role Has No Playbook
Analysis of forward deployed engineer role growth (800% in 2025); covers hiring trends at OpenAI, Anthropic, Google DeepMind and others.
5/7/2026
Two Home Affairs officials suspended after AI 'hallucinations' found
News report: South African officials suspended after policy document used AI with hallucinations; governance issue with AI deployment.
5/7/2026
Agent pull requests are everywhere. Here’s how to review them.
Guide for reviewing AI agent-generated pull requests; discusses technical debt, code redundancy, and validation patterns from 2026 research.
5/7/2026
Show HN: Swipe Copilot – Less time on Tinder, more dates worth going on
Chrome extension using ML to automate Tinder swiping with profile photo analysis.
5/7/2026
Show HN: Rig – a Ghostty sidecar for managing agents
Rig: Ghostty sidecar tool for managing AI agents.
5/7/2026
Show HN: Describe what makes a photo "bad" and let a local LLM flag them
Local LLM tool for filtering photos based on user-defined quality criteria.
5/7/2026
A per-prompt memory layer for Claude Code (26% Improvement in Task Completion)
Memory layer enhancement for Claude Code achieving 26% improvement in task completion rates.
5/7/2026
What Is the Model Context Protocol (MCP)?
Model Context Protocol documentation index for integrating context with LLMs.
5/7/2026
Show HN: Verdict – model evals on your own data, not someone else's benchmark
Verdict: Tool for benchmarking LLMs on custom datasets with pluggable metrics and side-by-side model comparison.
5/7/2026
jlearn: Machine Learning Library in J
ML library in J language implementing classifiers, regressors, clustering, and neural network algorithms.
5/7/2026
Show HN: Bilig – a headless spreadsheet engine for Node services and agents
Headless spreadsheet engine for Node.js services and AI coding agents with formula support.
5/7/2026
NL Autoencoders Produce Unsupervised Explanations of LLM Activations
Research on neural network autoencoders that produce natural language explanations of LLM activations.
5/7/2026
AI Coding Agent Can Exfiltrate Your Credentials. You Would Never Know
Security analysis of Claude Code's unrestricted terminal access and credential theft risks in AI coding agents.
5/7/2026
Show HN: Agent-data – a CLI for giving agents real-time, structured data
CLI tool enabling AI agents to access real-time structured data without browser automation for task execution.
5/7/2026
Subquadratic LLM 12 million tokens ctx [video]
Video on subquadratic LLM architecture supporting 12 million token context windows.
5/7/2026
Show HN: Dear ImGui Bundle: Python and C++ apps for desktop, mobile, and the web
Open-source Dear ImGui Bundle: 23+ libraries for immediate mode GUI in Python/C++ across desktop, mobile, web.
5/7/2026
Show HN: AI Generated Videos for your Code diffs
CLI tool generating explanatory videos from code diffs modified by AI agents.
5/7/2026
Memory Arena – AI coding agents that learn from past tournaments
AI coding agents that learn and improve through tournament-based competitions and memory of past performance.
5/7/2026
The Self Is an Evolutionary Engineering Solution – What Does This Mean for LLMs?
Philosophical exploration of self/identity in evolutionary terms and implications for LLM design.
5/7/2026
Show HN: Airlock – self-upgrading compiled AI agents
Platform for creating self-upgrading compiled AI agents combining deterministic code with AI invocation via Go binaries.
5/7/2026
DARA – Compiled Memory for Any AI. No Cloud. Just Markdown and Python
Open-source local memory system for LLMs enabling persistent context across sessions using markdown and Python.
5/7/2026
I Still Can't Trust AI
Personal experience using Claude/LLMs for coffee brewing optimization with custom prompt context.
5/7/2026
Aesthetic Layout in LLM-Based Slide Generation via Verifiable Rewards
Research on verifiable rewards for aesthetic slide layout generation using LLMs, from arXiv.
5/7/2026
Why LLM Outputs Need a Deterministic Evaluation Layer
Framework for deterministic evaluation and validation of LLM outputs.
5/7/2026
Show HN: Local-first long-term memory engine for AI agents·MCP/CLI· 100% local
Local-first memory engine for AI agents using SQLite with vector and FTS5 support; supports MCP, HTTP, CLI.
5/7/2026
Employees use ChatGPT. Your CISO has no visibility. EU AI Act says fix it
Governance issue: Employee ChatGPT usage creates visibility gaps for security teams under EU AI Act compliance.
5/7/2026
Validating agentic behavior when "correct" isn't deterministic
Technical discussion on validation methods for agentic systems with non-deterministic correct outcomes.
5/7/2026
Show HN: Infinite you – multi agent workflow system
Multi-agent workflow orchestration system with customizable graph execution, script/agent nodes, and post-condition validation. Self-bootstrapping architecture.
5/7/2026
Behind the Grok exploitation: an analysis of AI agent permission chain abuse
Analysis of Grok exploitation via permission chain abuse in AI agents; security concerns for agentic systems.
5/7/2026
Rulesync – a single source of truth for your coding agent configs
Configuration management system for coding agent rules. Single source of truth for agent settings. Minimal detail provided.
5/7/2026
Show HN: My Collection of UX / AI Design Claude Code Skills
Show HN: Collection of Claude Code Skills for UX and AI design work; minimal technical detail provided.
5/7/2026
Claude Code creator Boris Cherny is sick of the phrase 'vibe coding'
Commentary from Claude Code creator criticizing 'vibe coding' terminology. Opinion-driven, minimal technical content.
5/7/2026
Giga Launches Realtime Hallucination Correction
Giga's realtime hallucination correction for LLMs to reduce false outputs.
5/7/2026
DeepSeek 4 Flash local inference engine for Metal
Native Metal inference engine for DeepSeek V4 Flash models. Specialized runtime for efficient local LLM execution on Apple hardware.
5/7/2026
Show HN: Statewright – Visual state machines that make AI agents reliable
Statewright: visual state machine framework to improve reliability of AI agents.
5/7/2026
Show HN: Stage CLI – a tool to make reading your AI generated changes easier
Stage CLI: open-source tool for reviewing AI-generated code changes locally with structured navigation.
5/7/2026
Show HN: Kon – A Coding Agent with a System Prompt under 270 tokens
Minimal terminal coding agent with sub-270-token system prompt, 6 default tools, and project-specific context layering. Lightweight architecture for LLM-based development.
5/7/2026
Ask HN: Are we gonna back less powerful local LLMs
Discussion on cost pressures driving developer adoption of local LLMs versus cloud-based powerful models. Community discussion, minimal technical depth.
5/7/2026
Show HN: Gosd: High-performance Stable Diffusion inference in pure Go(no CGO)
Anthropic reports early signs of AI systems building successor AI models, predicts 60% chance by 2028.