6/12/2026
Agentic-Engineering-Handbook
Comprehensive learning roadmap covering production AI agent systems, tool use, MCP, evals, and safety from OpenAI, Anthropic, and Google.
6/12/2026
Show HN: Memoriq – Private AI Memory for ChatGPT, Claude, Gemini and Grok
Memoriq adds persistent memory features to ChatGPT, Claude, Gemini and Grok with privacy focus.
6/12/2026
Fable 5 burns tokens fast. I found an cost tracker for it
Cost tracking tool for Claude Code AI agent that captures actual API token usage by request component including system prompts and tool schemas.
6/12/2026
Trajeckt: a fail-closed gateway that enforces what AI agents can do (~1.6ms)
Trajeckt is a fail-closed gateway that controls AI agent capabilities with ~1.6ms latency overhead.
6/12/2026
Guardian Runtime – Local firewall for AI coding agents and runaway costs
Guardian Runtime is a local firewall for AI coding agents that prevents runaway costs and unauthorized actions.
6/12/2026
Show HN: RedNotebook AI open-source AI data notebook for Trino, +12 SQL engines
RedNotebook AI is open-source notebook for 13+ SQL engines with AI-powered query suggestions, data profiling, visualization, and NotebookLM-style knowledge layer for data exploration.
6/12/2026
The future of Siri, or: why private inference isn't private enough
Apple announces Siri enhancements using Google Gemini models; analysis of privacy implications in on-device inference.
6/12/2026
LLM suppliers should offer PR scoped ephemeral keys
Proposal for ephemeral PR-scoped API keys for LLM usage to manage costs of unsolicited AI-generated pull requests.
6/12/2026
The rise of 'AI slop ' accusations is becoming a new form of gatekeeping
Study shows 'AI slop' accusations on Reddit and Hacker News increased 2023-2026 despite lack of evidence.
6/12/2026
Agent Skills that teach AI coding agents to integrate barcode scanning
Agent Skills framework teaching AI coding agents to integrate barcode scanning capabilities. Title only, no details provided.
6/12/2026
Show HN: GeoSolver MCP – reverse image geolocation for AI agents
GeoSolver MCP tool enables AI agents to perform reverse image geolocation as a model context protocol plugin.
6/12/2026
How Does the Video Codec Influence the Prediction Scores of an AI Model?
Investigates how video codec selection affects AI model prediction accuracy on encoded video inputs.
6/12/2026
Build a Web App for Your Machine Learning Model
Tutorial on deploying machine learning models as web applications using Python without requiring frontend code.
6/12/2026
AWS Tunes Up Graviton5 for Agentic AI, Boosts Bang for the Buck Bigtime
AWS Graviton5 chip optimized for agentic AI workloads. Title only, no technical specifications or benchmarks provided.
6/12/2026
Finding code duplicated by AI without AI
dupehound: duplicate code detector for AI-generated code using structural fingerprinting instead of text matching. Detects renamed duplicates.
6/12/2026
Production-Grade Claude/AI Skills for Ruby on Rails
Guide for integrating Claude API into Ruby on Rails applications for production deployments.
6/12/2026
Why Secure AI Needs Compile-Time Sandboxing
Proposes compile-time sandboxing for AI agents executing code to limit untrusted operations on critical systems.
6/12/2026
Fable 5 on par with GPT-5.5 in Artificial Analysis Coding Agent Index
Fable 5 AI agent achieves competitive coding benchmark scores matching GPT-5.5 on Artificial Analysis index.
6/12/2026
How to Grep Like an LLM
Tutorial on using grep-like patterns with LLM interfaces for text processing and data extraction.
6/12/2026
Similarities between human psychopathology and errors in LLMs
Research comparing human psychopathology patterns with error modes and failure cases in large language models.
6/12/2026
Google's DiffusionGemma uses diffusion tech to speed text generation
Google releases DiffusionGemma, applying diffusion-based techniques to accelerate LLM text generation.
6/12/2026
Agribrain / ag-int/nce for AI agents (weather, ET₀, GDD, spray windows, soil)
Agricultural intelligence platform providing AI agents weather, crop metrics, and decision support for farming operations.
6/12/2026
Show HN: LiveHere – AI Videos, Self-Hosted Nvidia Cosmos on H200 GPUs
Self-hosted Nvidia Cosmos video generation model implementation on H200 GPUs for real estate listing videos.
6/12/2026
From Telehealth MVP to Production-Ready AI Product
Architecture and governance guide for moving telehealth MVP to production with AI components and compliance.
6/12/2026
Five multi-model patterns that cut token costs
Five multi-model patterns to reduce LLM token costs in agentic workflows. Practical optimization strategies.
6/12/2026
Show HN: I ported 11 model families to Apple's new on-device AI framework
11 LLM model families ported to Apple Core AI framework with on-device inference. Includes conversion code, benchmarks, open-source app.
6/12/2026
We Cut Onboarding Time by 40% Using AI – Here's What We Did (Week 5 Roun
Case study: used AI for knowledge transfer and onboarding documentation, reducing time 40%. Practical LLM application.
6/12/2026
AI Engineering the Acceleration Whiplash
Report on 22k developers: AI adoption creates 'Acceleration Whiplash' - LLM output overwhelming human-paced systems. Measurement-based analysis.
6/12/2026
Agentic Large Language Models for Automated Structural Analysis of 3D Frame Systems
Agentic LLMs with tool use for automated structural analysis of 3D frame systems through modular task decomposition.
6/12/2026
How reliable are LLMs when it comes to playing dice?
Benchmark study evaluates probabilistic reasoning capabilities of 8 LLMs on discrete probability problems with/without Chain-of-Thought.
6/12/2026
A Unifying Lens on Reward Uncertainty in RLHF
Distributional reward models for RLHF address reward hacking through principled uncertainty quantification and pessimism.
6/12/2026
Attention Expansion: Enhancing Keyphrase Extraction from Long Documents with Attention-Augmented Contextualized Embeddings
Attention Expansion enhances keyphrase extraction from long documents using attention-augmented contextualized embeddings and LLMs.
6/12/2026
Artificial Intelligence in Ship Finance: Applications, Opportunities, and a Case Study in AI-Augmented Loan Origination
AI applications in ship finance for loan origination using LLMs to integrate heterogeneous financial, technical, and regulatory data.
6/12/2026
MultiToP: Learning to Patch Visual Tokens to Mitigate Hallucinations in Video Large Multimodal Models
MultiToP mitigates hallucinations in video multimodal models by refining unreliable visual tokens before language generation.
6/12/2026
Scalable Deep Learning Framework for Global High-Resolution Land Use Reconstruction
AI4Land framework uses U-Net deep learning for high-resolution historical and future land surface variable projections.
6/12/2026
Towards Data-free and Training-free Compression for Speech Foundation Models Using Parameter Clustering
Data-free, training-free compression method for speech foundation models using parameter clustering and pruning.
6/12/2026
Frozen Multimodal Embeddings for AI-Assisted Interview Assessment of Personality and Cognitive Ability
Frozen multimodal embeddings predict personality and cognitive ability traits from asynchronous video interviews.
6/12/2026
Scalable Deep Learning Framework for Global High-Resolution Land Use Reconstruction
AI4Land framework uses U-Net deep learning for high-resolution historical and future land surface variable projections.
6/12/2026
GraspLLM: Towards Zero-Shot Generalization on Text-Attributed Graphs with LLMs
GraspLLM integrates LLMs with Text-Attributed Graphs for zero-shot generalization across citation networks, e-commerce, and social media applications.
6/12/2026
Point-Identification of a Robust Predictor Under Latent Shift with Imperfect Proxies
ML research on domain adaptation with latent confounders and imperfect proxies. Academic paper, tangential to applied ML interests.
6/12/2026
How Preply combines AI and human tutors to personalize learning
Preply integrates OpenAI's ChatGPT for AI-generated lesson summaries and personalized feedback in language learning platform.
6/11/2026
Show HN: Vera – open-source tool to self-audit smart contracts with AI
Vera: open-source tool for AI-assisted smart contract auditing with self-audit capabilities.
6/11/2026
Agents' Last Exam
Large-scale agent evaluation benchmark spanning 55 industries with 1,500+ real-world tasks measuring economically valuable outcomes.
6/11/2026
GEDD – Grounded Eval-Driven Development for AI Agents
GEDD: evaluation framework for AI agents using realistic scenarios and domain expert feedback for release readiness assessment.
6/11/2026
An MCP server for chemistry – structures, mechanisms, Anki decks
MCP server for Claude Desktop that generates 2D chemical structures from text using RDKit. Offline LLM tool extension.
6/11/2026
Is Rullst the best Rust Full-Stack Framework nowadays? I think it is
Full-stack Rust web framework optimized for AI code generation with automatic context injection for Cursor/Copilot.
6/11/2026
Cc-doubleteam – Claude plans, Codex executes, Claude reviews
Claude Code plugin using three-phase approach: Claude plans, Codex executes, Claude reviews. LLM workflow optimization.
6/11/2026
ORP – Turn AI agent failures into regression tests and tested lessons
ORP: open-source experience layer converting AI agent failures into regression tests and measurable improvements using OpenTelemetry.
6/11/2026
Tired of AI amnesia, I built a 3-Tier infinite memory LLM in 1 week
3-tier memory architecture for LLMs addressing context length limitations, built as working prototype in one week.
6/11/2026
Show HN: A tiny shell agent in Rust
Minimal Rust shell agent compatible with OpenAI APIs that executes approved commands. Open-source AI agent tool.