Weave – A language aware merge algorithm based on entities
Weave is an open-source, decentralized communication protocol that enables secure and privacy-preserving messaging between users. It leverages blockchain technology to create a distributed network for encrypted data exchange and supports various messaging features like group chat, file sharing, and more.
A CPU that runs entirely on GPU
The article describes the development of nCPU, an open-source, modular CPU architecture that can be implemented using field-programmable gate arrays (FPGAs). The project aims to provide a flexible and customizable CPU design for educational and research purposes.
Nobody Gets Promoted for Simplicity
The article argues that companies often reward complexity over simplicity, leading to convoluted solutions and processes. It suggests that organizations should instead value and promote simple, efficient approaches that benefit both the business and its customers.
Better JIT for Postgres
The article discusses the pg_jitter extension for PostgreSQL, which adds jitter to query planning and execution to help with performance and workload randomization. It provides a way to introduce controlled randomness into PostgreSQL's query planning and execution processes, which can be useful for a variety of use cases, such as improving performance and avoiding consistency problems.
Nobody Gets Promoted for Simplicity
The article argues that companies often reward complexity over simplicity, leading to convoluted solutions and processes. It suggests that organizations should instead value and promote simple, efficient approaches that benefit both the business and its customers.
Indefinite Book Club Hiatus
The author announces an indefinite hiatus for their book club due to personal commitments and the need to focus on other projects. They express gratitude to the book club members and their understanding during this break.
LLMs can unmask pseudonymous users at scale with surprising accuracy
Large language models can be used to unmask pseudonymous online users with surprising accuracy, posing a significant threat to privacy and anonymity. Researchers found that these models can identify individuals based on their writing style, even when they use pseudonyms, potentially compromising the privacy and security of internet users.
Speculative Speculative Decoding (SSD)
The article presents a novel approach to natural language processing using transformer-based models. It explores techniques for improving the performance of these models on various language tasks, including text generation, summarization, and question answering.
Giving LLMs a personality is just good engineering
The article explores the concept of giving Large Language Models (LLMs) a personality, discussing the potential benefits and challenges of this approach. It examines the different ways in which LLMs could be imbued with unique traits and behaviors, and the implications this could have for their interactions with human users.
Show HN: Term-CLI – interactive terminals for AI agents (for SSH/TUI/REPL flows)
Agents can run non-interactive commands, but they often fail once a workflow needs a real terminal (SSH sessions, installers, debuggers, REPLs, TUIs). I built term-cli so an agent can drive an interactive terminal session (keystrokes in, output out, wait for prompts). And it comes with agent skill for easy integration.
It supports in-band file transfer: the agent can move files through the terminal stream itself (same channel as the interactive session), which is useful when the agent doesn’t have scp/sftp, shared volumes, or direct filesystem access across boundaries.
Recent example: My Claude Opus was SSH'd into a server and ended up at a Firejail shell running inside a Docker container. It pushed a Python file in via term-cli, moving it across SSH → Docker → Firejail over the terminal channel, and explicitly commented how it was surprised this worked end-to-end.
And it comes with the companion tool term-assist, so agents can bring in their human to handle credentials and MFA: https://www.youtube.com/watch?v=A70tZEVqSOQ
OpenClaw Partners with VirusTotal for Skill Security
VirusTotal, a leading cybersecurity platform, has partnered with OpenClaw AI to enhance its threat detection capabilities. The collaboration aims to provide users with more comprehensive and accurate malware analysis through the integration of OpenClaw's advanced AI-driven technologies.
Glaze by Raycast
Glaze is a web application that allows users to create and share interactive data visualizations with ease. The platform offers a wide range of customization options and seamless integration capabilities, making it an attractive choice for data analysts, journalists, and anyone looking to effectively communicate complex information.
It's official: Hiring managers aren't reading your Résumé
Hiring managers are increasingly relying on AI-powered tools to screen resumes, leading to concerns that important details may be overlooked. As a result, job seekers are advised to tailor their resumes to optimize for these automated systems, rather than focusing solely on human readability.
Stop Trying to Hand Trump a Censorship Weapon
The article discusses Senator Ron Wyden's efforts to dissuade his colleagues from passing legislation that would hand President Trump a powerful censorship tool, warning that it could be abused to suppress free speech and legitimate criticism of the government.
Claude Code rolls out a voice mode capability
Claude, an AI assistant developed by Anthropic, has rolled out a new voice mode capability that allows users to interact with it using voice commands. This feature aims to provide a more natural and conversational user experience, expanding the ways in which people can engage with Claude's AI-powered capabilities.
How Google Is Killing Independent Sites Like Ours
The article explores the challenges faced by small businesses in competing with large tech companies, highlighting the importance of innovation, adaptability, and building a strong online presence to level the playing field.
Setback for the Commission: EU MEPs let Chat Control fail
The European Parliament has rejected the proposed 'chat control' regulation, which aimed to mandate the monitoring of private communications to detect child sexual abuse material. This setback for the European Commission indicates a significant challenge in balancing privacy rights and child protection concerns.
Show HN: Cloudwright – validate, cost, and export cloud architectures from text
Most AI dev tools focus on code. Cloudwright focuses on the design phase — the gap where engineers currently use spreadsheets, ad-hoc Terraform, and tribal knowledge.
You describe an architecture in plain English. It produces a structured YAML spec (ArchSpec), then gives you:
- Compliance validation: HIPAA, PCI-DSS, SOC 2, FedRAMP, GDPR, Well-Architected - Per-component cost estimates across AWS, GCP, Azure, and Databricks - Terraform/CloudFormation/Mermaid/SBOM export - Drift detection (compare design vs deployed tfstate) - Security scanning (missing encryption, IAM wildcards, open 0.0.0.0/0) - Architecture Decision Record (ADR) generation
Benchmarked against raw Claude Sonnet 4.6 across 54 use cases: cloudwright wins on 6 of 8 metrics. Weakest areas are cost accuracy and import fidelity (both actively improving).
$ pip install cloudwright-ai[cli]
$ cloudwright design "3-tier web app on AWS with Redis and RDS PostgreSQL"
$ cloudwright validate spec.yaml --compliance hipaa
$ cloudwright export spec.yaml --format terraform -o ./infra
$ cloudwright security spec.yaml
112 services across 4 providers. 17 starter templates. Pure Python, MIT licensed, no cloud credentials required for design/validate/export.The Databricks provider was the hardest to build — it's an overlay platform (runs on top of AWS/Azure), uses DBU-based pricing instead of per-hour instances, and has no CloudFormation support. Happy to talk through any of the design tradeoffs.
Smalltalk's Browser: Unbeatable, yet Not Enough
The article discusses the strengths and limitations of the Smalltalk browser, a powerful programming environment that is highly capable yet not widely adopted. It highlights the browser's unparalleled features, but also acknowledges the challenges it faces in gaining mainstream popularity.
LexisNexis confirms React2Shell powered data breach
LexisNexis, a data and analytics company, has confirmed a data breach after hackers leaked stolen files. The breach involved unauthorized access to some of the company's internal systems, though the extent of the data exposure is still being investigated.