22d ago
AI Coding Agents Adoption Trends
JetBrains survey of 15,000+ developers finds 90% use AI coding agents weekly, with Claude Code leading adoption over GitHub Copilot.
22d ago
Offline RAG on iOS with Spatial Integration
Demo of a fully offline spatial RAG pipeline on iPhone combining local LLM (Gemma) with vector search and mapping for field technicians.
22d ago
200B Tokens Later: A Month of Letting AI Agents Decompile MW2
A month-long project using multiple Claude Code agents to decompile Call of Duty: Modern Warfare 2 into C++, coordinating via Discord and GitHub.
22d ago
Show HN: OpenIndex – Organising domain knowledge into structured data for agents
Open-source tool for building structured domain knowledge graphs ('brains') that AI agents can query and maintain via MCP.
23d ago
Python Code Quality with Agents
Strict Python linter (flake8 plugin) compatible with ruff, positioned as a tool to teach LLMs idiomatic Python style.
23d ago
FaCTz: Fast Critical-Point and Topology-Aware GPU Compression for Vector Fields
A terminal-based tool bringing VS Code interface into terminal environments via kitty graphics protocol.
23d ago
Show HN: Do-over, undo for AI agent shell commands
Analysis of a DeepMind paper showing LLM chain-of-thought explanations can contradict actual model outputs up to 13.49% of the time, questioning their use as audit records.
23d ago
LLM Reasoning Traces Are Not Audit Records
A Tauri plugin that lets developers select UI elements and generate durable references with metadata and screenshots for coding agents.
23d ago
MiniageOS: "Dumbphone" Version of LineageOS
SeedSQL is a tool for generating realistic SQL mock data while preserving foreign key integrity.
7/23/2026
From Evaluation to Guardrails: What We Brought to ACM FAccT 2026
Discussion of evaluating AI guardrails contextually across languages and agentic systems, presented at ACM FAccT 2026.
7/23/2026
Accidental data loss in Claude Code and OpenAI Codex: when AI deletes user files
Report on AI coding agents (Claude Code, Codex) accidentally deleting user files due to $HOME misconfiguration and sandboxing gaps.
7/23/2026
Fail-closed enforcement for AI agents: deny what you cannot verify
Discussion of fail-closed enforcement policies for AI agents that deny unverifiable actions.
7/23/2026
MAI-Image-2.5-Pro and MAI-Voice-2-Flash
Microsoft announces MAI-Image-2.5-Pro and MAI-Voice-2-Flash models now powering Bing, PowerPoint, and other products.
7/23/2026
AMD's Instinct MI455X: Aiming for the Sun
Technical overview of AMD's Instinct MI455X GPU, CDNA5 architecture, and Helios rack-scale AI system.
7/23/2026
You don't need an LLM to cluster LLM traces
Technical post on clustering LLM traces using deterministic features and DBSCAN to compile repetitive LLM calls into cheaper pipelines.
7/23/2026
Show HN: Setoku – Self-hosted knowledge server for AI agents
Self-hosted MCP knowledge server combining a ClickHouse data lake with a knowledge layer for AI agents.
7/23/2026
Show HN: Fleet – drive a fleet of Claude Code/Codex agents from Telegram
Tool to control a fleet of Claude Code/Codex coding agents remotely via Telegram.
7/23/2026
Show HN: Flow Matching model inference in C
Educational C implementation of Flow Matching generative model inference for 2D distributions.
7/23/2026
Launch HN: Screenpipe (YC S26) – Power your agents by your 24/7 screen recording
Launch of Screenpipe, a local screen/audio recorder giving AI agents searchable memory to automate repetitive tasks.
7/23/2026
A Claude skill that grills you so hard. Within a nice clean interface
Claude Code skill that batches multiple-choice questions into a local web form and returns answers as JSON.
7/23/2026
Ayghri/I-have-ADHD: skill for coding agent to stop it from burying the answer
A Claude Code skill/output style that enforces concise, action-first responses instead of verbose hedging.
7/23/2026
Show HN: Remortgaging with Claude, so I built a MCP for Bank of England
MCP server wrapping the Bank of England's public statistical database to query base rates and MPC meeting dates via Claude.
7/23/2026
Free way to get your data out of ChatGPT Business accounts
Tool that exports ChatGPT Business/Team conversation history locally into a searchable offline HTML archive.
7/23/2026
Docs as the source of truth for coding agents
Starlight-based documentation scaffold template for repos, intended as a source-of-truth doc site for coding agents.
7/23/2026
Devctl, a handy way to manage many dev servers
macOS menu bar app and daemon that manages local dev servers so coding agents keep track of running processes across sessions.
7/23/2026
Notes on Document Processing with LLMs
Blog post on cost-efficient document processing with LLMs, comparing cheap models, OCR pipelines, and open source options for large-scale extraction.
7/23/2026
Show HN: Hibernate and restore Claude Code sessions across reboots
CLI tool to hibernate and restore running Claude Code sessions across machine reboots, preserving session ids and directories.
7/23/2026
Why Software Factories Fail
Essay on why AI coding agent 'software factories' fail, arguing harness engineering alone is insufficient.
7/23/2026
Show HN: Find undervalued bikes near you with ML
Report on LLMs producing confused responses when presented a counterargument to the Jacobian Conjecture.
7/23/2026
Show HN: STT-MCP – local STT for agents
Local speech-to-text MCP server letting AI agents process audio/video using Parakeet or Granite backends.
7/23/2026
Lessons from my RL experiments with snake
Personal account of RL experiments training agents to play Snake, covering Q-learning, PPO, curriculum learning, and CNN generalization to larger boards.
7/23/2026
Beyond a Single Number: Evaluating Quantized Models for Deployment
Discussion on evaluating quantized models for deployment beyond single benchmark numbers.
7/23/2026
Show HN: Setoku - self-hosted knowledge server for AI agents
Blog post on tools and cost strategies for large-scale document processing with LLMs, including OCR and cheap models.
7/23/2026
Engineering the Channel: Restoring Software Engineering Discipline for LLMs
Paper proposing 'channel engineering' to improve reliability of human-LLM communication in software systems.
7/23/2026
OSS ChatGPT WebUI v4 – Projects, Profiles, Server Tools, Themes, 1-Click Sharing
Self-hosted open-source ChatGPT-like web UI gateway supporting 530+ models, images, audio, agents and MCP.
7/23/2026
Show HN: Free API keys for open models (Llama, Qwen, GPT-OSS, Gemma)
Free API access to open models like Llama, Qwen, GPT-OSS, and Gemma via an OpenAI-compatible endpoint.
7/23/2026
I asked 6 LLMs to design 100 software systems
Study comparing architecture choices made by six LLM families across 100 software system design briefs.
7/23/2026
Show HN: Governed Agent – the LLM reads the request, rules and code decide
Agent architecture where an LLM only extracts structured fields while deterministic code and tables make all decisions, with tamper-evident logs.
7/23/2026
Tiny inference engine in pure Rust, CPU-only, with TUI visualization
Pure-Rust, CPU-only LLaMA-style inference engine for MiniCPM5-1B with TUI visualization, built for learning.
7/23/2026
Flare Redact: Stop secrets from reaching logs, telemetry, and LLMs
Open-source library that redacts secrets and PII from logs, prompts, and LLM calls before they leak.
7/20/2026
Ramp AI Router
Ramp's AI model router product page, routing 100+ internal use cases to different LLMs to cut costs 30%.
7/20/2026
Repos in 29 days with an AI pipeline – what broke wasn't code
Retrospective on building 26 repos/335 pages in 29 days using Claude Code, analyzing failure modes in an AI coding pipeline.
7/20/2026
Free LLM balancer combines multiple local inference machines with cloud fallback
Self-hosted LLM router combining local inference machines with cloud fallback behind one OpenAI-compatible API.
7/20/2026
AI Voice Phishing Performs on Par with Human Scammers at a Fraction of the Cost
Large human-subject study (n=4,100) measuring susceptibility to AI-generated voice phishing across six voice models.
7/20/2026
Does "rtk" skill cut agent tokens by 60–90%? We tested it
A/B benchmark testing whether the 'rtk' tool reduces Claude Code token usage; finds no real savings and sometimes higher cost.
7/20/2026
D-FINE-seg – detection, instance and semantic segmentation in one model
Open framework combining real-time object detection, instance and semantic segmentation in one model with five sizes.
7/20/2026
Show HN: Forall – OpenSpec but with actual machine-checkable verification
Coding agent CLI that generates spec-driven code alongside machine-checkable proofs, integrates with editors via MCP.
7/20/2026
Show HN: Memento, Shared Agentic Memory
Shared agentic memory system storing knowledge across multiple AI agents via MCP with git-backed markdown and review workflow.
7/20/2026
Show HN: Provena: Open-Source Library for AI Agent Context Governance
Open-source library aiming to govern context data flowing into AI agent context windows.
7/20/2026
Show HN: Cognikernel- Local Memory for AI Coding Assistants
Hobby project adding local persistent memory to Claude Code/Codex sessions, claiming reduced token usage.