7/8/2026
Show HN: Mtok.market – a non-custodial spot market for AI inference tokens
Non-custodial spot market for AI inference tokens, designed for agent-to-agent transactions on-chain.
7/8/2026
I built Outerloop – manage your Macs as a Claude Code fleet from one dashboard
Dashboard to manage multiple Macs as Claude Code agent fleet. AI agent orchestration tool.
7/8/2026
Istota, a multi-user AI agent and personal operating system
Istota: self-hosted personal AI operating system with multi-agent capabilities, cloud integration, and modular skills.
7/8/2026
A governed prompt compiler that exposes its reasoning pipeline before execution
Prompt compiler with reasoning transparency and governance for controlled LLM execution.
7/8/2026
Turning a pile of documents into a searchable useable knowledge base
Tool to convert document collections into searchable knowledge base. LLM application for document processing.
7/8/2026
Show HN: Nully – FOSS AI chat without the bloat
Nully: Minimal open-source AI chat interface in Go with simple messaging and history, no advanced features.
7/8/2026
Agentic test processes, LLM benchmarks, and other notes on agentic coding fr
Research notes on agentic coding processes, test automation approaches, and LLM benchmarks (insufficient content provided).
7/8/2026
Show HN: Onboard-CLI, a LLM powered and AST-based tool to visualize codebase
Onboard-CLI: AST-based command-line tool using LLMs to visualize and map complex codebases via Tree-sitter parsing and React Flow canvas.
7/8/2026
Show HN: Skill-extractor turns coding agent transcripts into reusable skills
Skill-extractor tool extracts reusable skills from coding agent transcripts for automated task automation.
7/8/2026
Dibi8 – Open-source AI tools directory, 4 languages
Dibi8: Open-source directory cataloging AI tools across four languages.
7/8/2026
Hyperia 0.16.1 now supports spoken summaries from any coding agent
Hyperia 0.16.1 adds spoken summary generation feature for coding agents.
7/8/2026
Preventing LLM unit test spam
Analysis of LLM-generated unit test sprawl and strategies for managing excessive test coverage from AI tools.
7/8/2026
TaxCalcBench: An open source eval for testing if AI can file taxes
Open source benchmark for evaluating LLM capability on tax filing tasks. Developer tool.
7/8/2026
Ask HN: How you manage local long lived research projects and LLM's?
Discussion thread on patterns for managing long-lived research projects and LLM workflows.
7/8/2026
Show HN: Connect DuckDB to any database that has an ADBC driver
DuckDB community extension enabling queries across multiple databases via ADBC drivers; supports Snowflake, BigQuery, PostgreSQL, MySQL.
7/8/2026
Open Source AI Gap Map
Gap Map: Analysis of 24,626+ open-source AI projects identifying missing components across foundation models to inference backends.
7/8/2026
Show HN: Genbuzz – An agent-driven news aggregator for AI filmmaking
Agent-driven news aggregator for AI filmmaking using agentic architecture for discovery and classification. Developer tool.
7/8/2026
Show HN: Crondex - All the Cron Jobs
Crondex: open-source directory of pre-made cron jobs for AI agents to discover, customize, and schedule tasks.
7/8/2026
Miles: A PyTorch-Native Stack for Large-Scale LLM RL Post-Training
Miles: Open-source PyTorch framework for large-scale LLM RL post-training combining SGLang, Megatron-LM, Ray, with MoE alignment and fault tolerance.
7/8/2026
The Agent Operating System
Operating system framework or concept for agent-based systems. Limited details provided.
7/8/2026
Show HN: Moo, Git versions code, moo versions machines
Moo tool versions machine state for parallel AI agent development, solving isolation and collision issues. Developer tool.
7/8/2026
Show HN: Makoto – blocks AI agent claims that contradict its logged actions
Developer tool that logs AI agent actions and prevents agents from making false claims about execution. Agent reliability.
7/8/2026
Cathedral for Agents
Framework or architecture pattern for building AI agents. Limited content detail available.
7/8/2026
IBM and Red Hat launch Lightwell to defend open-source code from AI attacks
IBM and Red Hat release Lightwell tool protecting open-source code from AI attacks. Security tool.
7/8/2026
Grok 4.5
SpaceX AI launches Grok 4.5 LLM trained for coding, agentic tasks, and reasoning. Competitive LLM release.
7/8/2026
Ask HN: What are agent sandboxes missing?
Discussion on building an agent sandbox platform with CLI interface and templates for deploying AI coding agents with Claude and other clients.
7/8/2026
Show HN: Foreman, a self-hosted LLM gateway for cost aware model routing
Foreman: open-source self-hosted LLM gateway with cost-aware routing across multiple models.
7/8/2026
Show HN: Requirements Engineering with Formal Verification
Open source formal verification system for requirements engineering that generates precise specifications and validation scenarios for AI coding agents.
7/8/2026
From bigrams to GPT-2, one component at a time (in Jax)
Educational implementation of GPT-2 from scratch using JAX, breaking down components from bigrams onwards.
7/8/2026
The Gmail API Alternative for AI Agents – MailKite
MailKite provides an alternative email API for autonomous AI agents, offering scoped addresses and parsed JSON push instead of Gmail API complexity.
7/8/2026
Show HN: Microsoft releases Flint, a visualization language for AI agents
Microsoft releases Flint, a visualization language designed to help AI agents generate reliable data visualizations by balancing simplicity and expressiveness.
7/8/2026
Show HN: Agent-zero-trust – scan a repo before your AI coding agent reads it
Agent-zero-trust is a security scanner for code repositories before AI coding agents access them, preventing instruction injection attacks via README and config files.
7/8/2026
Refusal training for LLM agents against disguised MCP attacks
Refusal training technique for LLM agents against masked MCP attacks. AI agent safety research.
7/8/2026
Experiences with Local Models for Coding
Technical writeup on running small language models locally for AI-assisted coding tasks and agentic programming workflows.
7/8/2026
The future of governing AI agents
Governance architecture patterns for autonomous AI security agents performing incident response and detection tasks.
7/8/2026
Native-speed vLLM transformers modeling backend
vLLM transformers backend achieves native speed for LLM inference by optimizing transformers library integration.
7/8/2026
Show HN: Free plugin that finds where your code overpays for LLM APIs
Plugin identifying wasteful LLM API calls in code to reduce unnecessary spending.
7/8/2026
SWE-1.7 Reach Near GPT 5.5 and Opus Intelligence
SWE-1.7 model claims performance near GPT-4.5 and Claude Opus on software engineering tasks.
7/8/2026
Show HN: Respect the Oracle – An agent skill that stops agents from overfitting
Technique to prevent AI agents from overfitting by implementing an 'oracle skill' constraint.
7/8/2026
Ask HN: Any Quantum Computer people who knows how to run a benchmark here?
Quantum circuit compiler validated on IBM hardware outperforms Qiskit in speed and scales to 1M+ qubits.
7/8/2026
Show HN: paddock – Ranks and runs LLMs on your Mac from live GGUF headers
Tool that loads and ranks GGUF-format LLMs on macOS directly from header metadata.
7/8/2026
Show HN: Nicasa – A native macOS image viewer with AI tools, OCR, and annotation
Native macOS image viewer with AI-powered OCR and annotation. Application tool with ML components.
7/8/2026
What 1,080 YC Startups Tell Us About AI Agents
Analysis of 1,080 YC startups on AI agent trends. Market research on agent adoption patterns.
7/8/2026
Show HN: Stop agents from taking irreversible actions without approval
Framework for preventing AI agents from executing irreversible actions without human approval.
7/8/2026
Show HN: Vault-cortex – Access your Obsidian vault from any device via MCP
Tool providing Obsidian vault access via Model Context Protocol for multi-device access.
7/8/2026
Show HN: Cruxible – Open-source governed truth layer for AI agents
Open-source memory/knowledge layer for AI agents. Addresses verification, evidence tracking, and semantic consistency for agent state across sessions.
7/8/2026
Talon: Self-hosted AI agent harness for chat, terminal, and desktop
Self-hosted AI agent platform supporting Telegram, Discord, Teams, terminal, desktop. Pluggable backends (Claude, OpenAI, etc.), MCP tool access, cross-platform binaries.
7/8/2026
Show HN: See when ChatGPT or Perplexity sends a visitor to your site
Tool tracking when AI crawlers (ChatGPT, Perplexity) send visitors. Analytics for AI-driven traffic.
7/8/2026
Coinbase runs 1,200 agents and just slashed its AI bill in half
Coinbase operates 1,200 agents and reduced AI costs 50%. Real-world agent deployment and cost optimization case study.
7/8/2026
Show HN: TenancyJs – Open-source, secure multi-tenancy for Node.js
Open-source Node.js library providing multi-tenancy architecture for web applications.