4/12/2026
Agentic Engine Optimization (AEO)
Agentic Engine Optimization discusses how AI coding agents consume documentation differently than humans, proposing optimizations for agent-facing developer tools and interfaces.
4/12/2026
Used Graphify to turn incidents into a queryable knowledge graph
Knowledge graph tool built on Graphify that transforms incident data into queryable graphs with communities and confidence scores, applied to incident management.
4/12/2026
Multi-agent memory consistency platform
Engram provides persistent shared memory for multi-agent teams with contradiction detection across sessions, enabling agents to share discovered facts and constraints.
4/12/2026
AI models are terrible at betting on soccer- especially xAI Grok
KellyBench study showing frontier AI models from Google, OpenAI, Anthropic, and xAI lost money betting on soccer, revealing limitations in real-world reasoning over time.
4/12/2026
Inside the Token Factory: A First-Principles Comparison of vLLM and SGLang
Deep technical comparison of vLLM and SGLang inference engines covering paged attention, RadixAttention, continuous batching, and speculative decoding from first principles.
4/12/2026
FullScope-MCP – Cut agent token usage by 60% without lossy summarization
FullScope-MCP is a context optimization layer that reduces token usage by 60% through structural code compression, enabling LLMs to reason over larger codebases without losing logic.
4/11/2026
Show HN: I benchmarked MCP vs. CLI for browser automation. MCP wins by 25x
Benchmarks Model Context Protocol vs CLI for browser automation. Safari-MCP with 84 tools outperforms hand-wrapped CLI by 25x using automated tool extraction from Zod schemas.
4/11/2026
React-Debug-Updates
React-Debug-Updates is a one-liner debug tool for visualizing React component re-renders, frequency, duration, and causes without code modification.
4/11/2026
Predict-Rlm: The LLM Runtime That Lets Models Write Their Own Control Flow
Predict-Rlm: agentic framework using Python sandbox, DSPy signatures, and parallel subcalls for structured LLM workflows with reduced context windows.
4/11/2026
AI will test governments on jobs, training, and public trust
Policy analysis from Hoover Institution on AI's impact on government workforce, training, and public trust.
4/11/2026
Tinker: Play with AI, bring your ideas to life
Shopify mobile app integrating multiple AI tools for creative content generation and idea exploration.
4/11/2026
AI for Systems: Using LLMs to Optimize Database Query Execution
Research from Stanford, UW-Madison, and Bauplan on using LLMs to optimize database query execution plans. Tests 40+ models for production viability.
4/11/2026
Show HN: Git why – log your agent reasoning trace along your code
Git-why, open protocol for storing AI reasoning traces and conversations as Markdown files alongside source code, compatible with Claude Code, Cursor, Copilot.
4/11/2026
Heartbeat – open implementation of KAIROS, the always-on agent hiden in Claude C
Heartbeat, open implementation of KAIROS—Anthropic's hidden always-on background agent in Claude Code—as model-agnostic daemon for autonomous action.
4/11/2026
Is "Tokenmaxxing" a Flex?
Article about developers optimizing token usage with AI coding tools. Cultural observation with limited technical depth.
4/11/2026
Show HN: Beta Testing needed for my package Trustcheck
Trustcheck Python package and CLI for evaluating PyPI package trust posture using metadata, vulnerabilities, provenance, and cryptographic attestation.
4/11/2026
Ask HN: Agentic Permutation of Testing Paths In A System
Question about using AI agents for intelligent test path selection in complex systems. Conceptual inquiry without established research or implementation details.
4/11/2026
Agent Reading Test
Benchmark for testing AI coding agents' ability to read web content, measuring how Claude Code, Cursor, GitHub Copilot handle documentation rendering.
4/11/2026
Living Memory Inference
Loci, memory persistence layer separating memory store from reasoning model, converting stateless LLMs into lifelong cognitive partners with Go and PostgreSQL.
4/11/2026
Open-source MCP server for LinkedIn
Open source MCP server enabling Claude and AI assistants to connect with LinkedIn for profile/company search and job access.
4/11/2026
Producing The Perfect Token
Analysis of token quality variations across inference clouds, models, and serving setups, examining factors affecting inference performance and economic implications.
4/11/2026
Show HN: Kern – Agents that do the work and show it
Open-source tool for building autonomous agents that run locally, remember context, and generate dashboards. Agents as workers rather than chatbots with agent-kernel framework.
4/11/2026
Honcho: Memory library for building stateful agents
Honcho, open source memory library and managed service for building stateful agents with continual learning capabilities for entities and relationships.
4/11/2026
Show HN: Feedstock – Web Crawler for TypeScript Built on Bun and Playwright
Open-source web crawler for TypeScript built on Bun and Playwright, optimized for LLM integration with JSON output and context-aware field filtering.
4/11/2026
Getting chat-tuned models to act kinda like base models
Techniques for prompting chat-tuned LLMs to behave like base models using fake tool calls and system prompts.
4/11/2026
Is Schoolwork Optional Now?
Discussion of AI tools automating student homework and educational impact. Education policy angle with limited technical depth.
4/11/2026
Show HN: Self-improving sandboxed agent with memory and scheduling
GrimmBot, autonomous sandboxed Docker agent with memory, self-improvement capabilities, tool creation, and persistent learning over time.
4/11/2026
The Synthetic Mind – Cognitive Architecture for LLM Agents
Developer guide on cognitive architecture patterns for LLM-based autonomous agents, addressing common issues like drift and hallucination through architectural rather than prompt-based solutions.
4/11/2026
How We Broke Top AI Agent Benchmarks: And What Comes Next
Research on automated agent that systematically audited major AI agent benchmarks, exposing flaws in how benchmark scores are used to evaluate agent capabilities.
4/11/2026
Cut Token Costs on Claude Code, Cursor, and Codex
Entroly context compression engine reduces Claude, Cursor, and OpenAI API costs by 80% through token optimization without losing context visibility.
4/11/2026
Show HN: Refund Guard – a policy gate for AI agents that can issue refunds
Open source safety tool for AI refund agents that enforces policy constraints and security gates before executing financial transactions.
4/11/2026
Show HN: A living Vancouver. Connor is walking dogs at the SPCA this morning
Project using AI to generate realistic synthetic personas living in Vancouver, SF, and Tokyo with detailed profiles. Explores AI-driven world simulation.
4/11/2026
Fixhive – collective fix memory for AI coding agents (MCP plugin)
Fixhive provides collective memory for AI coding agents via MCP plugin for sharing fixes across sessions.
4/11/2026
Ask HN: How do you stop playing 20 questions with your AI coding tools
Discussion thread about repeated context loss when using AI coding tools and strategies for maintaining session continuity.
4/11/2026
How far can automation and AI support psychotherapy?
University of Utah researchers explore how LLMs and conversational AI can support psychotherapy, examining what gets automated and to what extent.
4/11/2026
Show HN: Lines of Bash to automate LLM code review and fixes
ReviewWiggum automates LLM-based code review and fixes using bash scripts with dual licensing.
4/11/2026
Measuring Malicious Intermediary Attacks on the LLM Supply Chain
Research on supply chain attacks targeting LLMs through malicious intermediaries, examining vulnerabilities in model development pipeline.
4/11/2026
Gem. Claude Code with Google Lighthouse Testing
Gem: Performance verification system forcing AI coding assistants to validate code against Lighthouse, analytics, and test scores with auto-refactoring.
4/11/2026
Show HN: rtdiff – Realtime Git diff GUI and AI commits, companion for vibecoding
rtdiff: Desktop app providing real-time git diff visualization and AI-assisted commit generation. MIT licensed developer tool.
4/11/2026
Code Review Skills from uv, bun, vLLM
AI-powered code review personas extracted from open-source maintainers' PR histories, enabling automated review insights.
4/11/2026
MCP Spine – Middleware proxy that cuts LLM tool token usage by 61%
MCP middleware proxy reducing LLM token usage by 61% through context compression, tool routing, and state tracking for AI agents.
4/11/2026
We reverse-engineered Claude Code's billing system to fix overage charges
Proxy service that uses Claude subscriptions as local API endpoints with proper billing classification.
4/11/2026
The Lean Programming Language and Theorem Prover
Lean programming language and theorem prover used to formally verify zlib compression library implementation.
4/11/2026
Quantization, LoRA, and the 8% Problem Benchmarking Local LLMs for Production AI
Benchmarking analysis of quantization and LoRA techniques for optimizing local LLMs in production environments.
4/11/2026
Show HN: Recursive-Mode for Coding Agents
Skill package for coding agents that provides file-backed workflow management for requirements, planning, testing, and memory.
4/11/2026
No-Prompt AI intelligence workspace, save tokens and build better MVP's
Platform for validating startup ideas and generating MVP specifications and dynamic prompts for development.
4/11/2026
Show HN: Chaaga – A tiny platform to ship and share small web apps faster
Elixir/React platform for rapid deployment and sharing of small web applications, enhanced with LLM capabilities.
4/11/2026
If not LLMs, what should I work on?
Essay exploring research directions beyond LLMs, emphasizing data as fundamental with data-centric AI methodology.
4/11/2026
Show HN: MLForge – A visual graph editor for building PyTorch models
Visual graph editor for building and training PyTorch neural networks with GPU support.
4/11/2026
Measure coding productivity with this Claude Code Plugin
Claude Code plugin that measures productivity impact of AI coding tools by analyzing GitHub commits before/after.