Daily Tech News - 2026-06-23

A new wave of AI is upon us, as the industry's focus shifts decisively from training massive models to deploying intelligent, autonomous agents in the wild. Today's developments reveal a two-front race: one to build more capable agentic systems and another to create the hyper-efficient infrastructure they require.

The rise of the "AI agent" is palpable. Discussions are moving from the philosophical, such as defining agent identity, to the practical, with toolkits like NVIDIA's BioNeMo and open-source frameworks like OpenCode and CUGA enabling developers to build specialized "AI scientists" and other automated systems. This trend reflects a new paradigm where the job is to "write loops" for AI, creating systems that can plan, execute tasks, and even review code based on a team's history.

Underpinning this agent-driven future is a relentless push for performance and efficiency in AI inference. Companies are showcasing staggering throughput gains on the latest hardware from AMD and NVIDIA, with full-stack optimizations in frameworks like SGLang and EAGLE3 squeezing every drop of performance out of the silicon. This isn't just about speed; as inference becomes the defining layer of AI, the conversation is expanding to include energy efficiency and the total cost of ownership, with "AI factories" needing to maximize every watt.

However, this rapid evolution is not without its challenges. An active npm campaign stealing browser logins serves as a stark reminder of the security risks in a fast-moving ecosystem. In a sign of the times, even as foundational tools like the CocoaPods package manager are being sunsetted, AI itself is being deployed to fight back, with OpenAI using its models to automatically discover and patch software vulnerabilities at machine speed. I have created the tech news summary and saved it to tech_summary.txt.

Featured Articles

ParallelKernelBench: Frontier LLMs can't write fast multi-GPU kernels (yet)

LLMs have gotten surprisingly good at writing GPU kernels[1][2][3], but almost all current benchmarks measuring that progress are single-GPU. In production, communication is often the bottleneck: comm...

• Keywords: gpu kernels, cuda kernels, kernels gpus, gpu kernel, gpus performance, cuda kernel, faster kernels, performance kernels, kernel benchmarking, parallelism gpt
• Source: together.ai

Connect EvalHub to protected production model servers

Moving machine learning model evaluations from development to production means configuring your runtime to talk to tightly protected endpoints. This practical guide shows you how to connect your EvalH...

• Keywords: evalhub evaluation, development evalhub, evalhub manages, evalhub runtime, evalhub project, runtime evalhub, evalhub internal, deployed evalhub, internal evalhub, evaluation infrastructure
• Source: developers.redhat.com

Serving DeepSeek-V4 on GB300 with SGLang: 5x Higher Throughput at the Same Interactivity Since Day-0

TL;DR: DeepSeek-V4 support was live in SGLang on Day-0, but the Day-0 stack was only the starting point. Since launch, we have coordinated a set of kernel, runtime, and hardening improvements: MHC fus...

• Keywords: performance deepseek, sglang deepseek, sglang dynamo, dynamo sglang, support deepseek, deepseek v4, improved deepseek, overhead deepseek, optimize deepseek, broader deepseek
• Source: pytorch.org

Faster Kimi-K2.5-W4A8 Decoding with EAGLE3 on AMD Instinct™ MI325X

Faster Kimi-K2.5-W4A8 Decoding with EAGLE3 on AMD Instinct™ MI325X# In our previous blog [7], we deployed Kimi-K2.5 [1] in W4A8 (INT4 weights + INT8 activations) on AMD Instinct™ MI325X, replacing the...

• Keywords: throughput mi325x, instinct mi325x, w4a8 decoding, decoding eagle3, decoding int8, int64 benchmark, w4a8 memory, mi325x, mi325x previous, results mi325x
• Source: rocm.blogs.amd.com

Building a custom Red Hat Enterprise Linux kernel for NVIDIA DGX Spark

The NVIDIA DGX Spark platform, powered by the NVIDIA GB10 Grace Blackwell Superchip, requires a custom kernel build to enable compatibility with Red Hat Enterprise Linux (RHEL) 10. This guide walks th...

• Keywords: nvidia gb10, nvidia dgx, dgx spark, provides nvidia, nvidia frameworks, build nvidia, nvidia kernel, kernel nvidia, nvidia_drm, nvidia nvidia_drm
• Source: developers.redhat.com

Introducing Modal Auto Endpoints: Optimized inference you actually own

Introducing Modal Auto Endpoints: Optimized inference you actually own Modal allows leading teams like Cognition, Decagon, Fathom, and DoorDash to own their inference without compromising on cost-perf...

• Keywords: model apis, inference managed, modal endpoint, inference provider, model providers, managed inference, inference providers, inference services, endpoints modal, inference deployments
• Source: modal.com

duckrun

duckrun is a package I built using AI exclusively, to solve pain points I hit when using Fabric Python notebooks. I like DuckDB very much, but I was tired of manually discovering table names every tim...

• Keywords: duckdb keeping, dbt duckdb, running duckdb, duckdb snapshot, duckdb stable, duckdb engine, copy duckdb, duckdb core, run duckdb, duckdb reads
• Source: datamonkeysite.com

Show HN: Shumai – open-source Frame.io alternative for creative work

An open-source platform for all your creative work.

• S3-Compatible & Local Storage: Securely store and serve your creative assets using a local filesystem or any S3-compatible cloud storage (AWS S3,...

• Keywords: aws s3, platform creative, cloud, source platform, compatible cloud, cloud storage, work s3, s3 cloudflare, filesystem s3, storage aws

• Source: github.com

From Experimentation to Production: Why Inference Is the Defining Layer of AI

For the last few years, training has dominated the AI conversation: bigger models, bigger clusters, bigger runs. Training is still critical, but the center of gravity has moved. By 2030, The Futurum G...

• Keywords: expanding ai, ai infrastructure, ai roadmap, worried ai, ai strategy, ai decision, ai infrastructure7, ai, built ai, ai cloud
• Source: wf.coreweave.com

Maximize AI Factory Energy Efficiency Through Full-Stack Inference and Training Optimizations

Power can account for 40% of the operating expenses (OpEx) to run an AI factory. Each watt can be spent on overhead, data ingestion, training, or generating tokens for customers. And most sites are ca...

• Keywords: cost ai, efficiency workloads, ai factories, optimize ai, power efficiency, optimized ai, maximum efficiency, factory throughput, power budgets, maximizing ai
• Source: developer.nvidia.com

What's new in ClickStack - May 2026

Welcome to the June edition of What’s New in ClickStack. June focused on making dashboards more useful during investigations. Dashboard table linking introduces clickable actions that take users direc...

• Keywords: infrastructure clickstack, clickstack experience, clickstack cloud, allows clickstack, introduced clickstack, dashboards useful, broader clickstack, managed clickstack, dashboard tools, analysis clickstack
• Source: clickhouse.com

Build an AI Scientist for Life Science Discovery with NVIDIA BioNeMo Agent Toolkit

AI scientists are emerging as a new interface for scientific computing. These agents can read papers, write code, generate hypotheses, call APIs, inspect files, and iterate on results. But science isn...

• Keywords: biomolecular ai, ai scientists, ai scientist, tools ai, genomics capabilities, bionemo ai, genomics simply, build ai, genomics callable, scientific tools
• Source: developer.nvidia.com

Run OpenCode locally with QVAC: a coding agent with no cloud

What OpenCode is OpenCode is an open-source coding agent. You give it a goal in plain language, and it plans, reads and writes files, runs commands, and reports back. It lives in your terminal or in a...

• Keywords: opencode agent, opencode handled, server opencode, running opencode, opencode opencode, run opencode, opencode run, opencode model, multiple opencode, opencode
• Source: qvac.tether.io

What Is Agent Identity | Solo.io

In previous posts, I’ve covered the reasons why an AI agent needs an identity. I recommend reading that first. In this post I want to nail down “what is agent identity” because I’ve seen a lot of diff...

• Keywords: agent identity, identity agent, identity agents, defines agent, agent id, ai agent, agent auth, defines identity, ai agents, definition ai
• Source: solo.io

Building a code reviewer from your team's PR history

That request you asked the platform team for? Yeah... Two months now, and it's still in their backlog. You're starting to take it personally. Please don't. I managed a platform team back in 2017, and...

• Keywords: built kubernetes, kubernetes, platform team, talos linux, slower dev, kubernetes kills, bottleneck talos, ai reviewer, managed platform, implementation team
• Source: newsletter.manager.dev

The wshu.net npm Campaign Steals Browser Logins on Install

The wshu.net npm Campaign Steals Browser Logins on Install Table of Contents TL;DR A single actor published at least a dozen npm packages across throwaway scopes on June 4, 2026, in a roughly 40 minut...

• Keywords: malicious npm, malware npm, malicious versions, malicious version, steals browser, obfuscation toolchain, ioc malicious, runs obfuscated, credentials malicious, installing malicious
• Source: safedep.io

OpenAI DayBreak – GPT-5.5-Cyber

We’re expanding Daybreak to help democratize patching vulnerable software at machine speed. For example, we’ve applied our models to discover and generate patches for critical vulnerabilities in major...

• Keywords: security patch, vulnerabilities patches, patching vulnerabilities, patch vulnerabilities, patching vulnerable, new vulnerabilities, vulnerabilities faster, vulnerable software, fixes security, vulnerabilities existing
• Source: openai.com

Sunsetting a Package Manager

On December 2nd 2026, CocoaPods trunk goes read-only. Orta Therox set the plan out in 2024: the server stops accepting new pods and new versions, while the more than 100,000 libraries already publishe...

• Keywords: cocoapods maintainers, cocoapods infrastructure, infrastructure cocoapods, 2026 cocoapods, ran cocoapods, permanent cocoapods, use cocoapods, cocoapods, cocoapods spm, cocoapods choosing
• Source: nesbitt.io

The Coming Loop

written on June 23, 2026 I don’t prompt Claude anymore. I have loops running that prompt Claude and figuring out what to do. My job is to write loops. — Boris Cherny Over the last months I have watche...

• Keywords: agent loop, loops running, loops happens, behavior loops, finished agent, agent happens, loops produce, embracing loops, human loop, pretend loop
• Source: lucumr.pocoo.org

Build real agentic apps using CUGA: two dozen working examples on a lightweight harness

Build real agentic apps using CUGA: two dozen working examples on a lightweight harness TL;DR — Building an agent is mostly plumbing: tools, state, guardrails, scaling from one agent to many. CUGA (pi...

• Keywords: agentic apps, agent apps, agent project, built agents, agentic app, agent runtime, make_agent cuga, agent plumbing, agent library, tools agent
• Source: huggingface.co

In Praise of Memcached

If you happen to find yourself in a sysadmin position, or a position where you just so happen to maintain someone’s infrastructure, chances are that at some point in time the topic “we need a cache” c...

• Keywords: use redis, features redis, memcached redis, redis, redis reasons, understandable redis, redis dealing, redis io, redis used, redis iris
• Source: jchri.st

PostgreSQL Diagnostic Superpowers: Deep Visibility with VMware Data Services Manager 9.1

Every database practitioner knows the dread of the classic “black box” window. An application response time spikes, a critical service slows to a crawl, and the classic cross-team finger-pointing begi...

• Keywords: diagnosing bottleneck, dsm vmware, postgresql dsm, bottlenecks dsm, latency vsphere, dbas perform, diagnostic toolkit, vmware cloud, diagnosing, vs database
• Source: blogs.vmware.com

Teaching Claude Code to speak KX: Open-source plugins for q, PyKX, KDB-X, and KDB.AI

Key Takeaways

• KX Skills are open-source Claude Code plugins that teach AI assistants how KX technologies actually work.

• The plugins automatically provide context for q, PyKX, KDB-X, and KDB.AI wit...

• Keywords: kx skills, kdbx skill, kdb ai, kx developer, assistant kx, kdbx knowledge, kx tools, ai kdb, assistants kx, kx task

• Source: kx.com

Building the exe.dev iOS app

If you haven't checked out our app yet, it's in the App Store. We blogged about it the other day. Once we decided in one of our Tuesday in-person meetings to build our iOS app, my first stop was the S...

• Keywords: ios development, ios simulator, dev ios, access ios, build ios, developer apple, xcode ios, xcode, mini ssh, ios app
• Source: blog.exe.dev

Kubex Talks, The Rapid Impact of AI: Workforce and Roles, Agents, MCP, and Native with Manny Patel

On today’s episode, Andrew Hillier sits down with Manny Patel, a long-time Infrastructure Platform Engineering Leader whose career has spanned multiple focuses, including Kubernetes, automation, and n...

• Keywords: ai enterprise, ai company, ai agents, ai andrew, ai innovation, comes ai, cloud ai, utilize ai, ai, ai prompt
• Source: kubex.ai

Unlimited OCR: One-Shot Long-Horizon Parsing

• [2026/06/23] 📄 Our paper is now available on arXiv.

• [2026/06/23] 🤝 Thanks to the ModelScope community for their support. Our model is now available at ModelScope.

• [2026/06/22] 🚀 We present Unlim...

• Keywords: deepseek ocr, ocr deepseek, cuda12 torch, unlimited ocr, ocr tokenizer, cuda12, cuda_visible_devices, ocr overview, gpu cuda_visible_devices, transformers nvidia

• Source: github.com

Experimenting with the proposed Cross-Origin Storage API in Transformers.js

Experimenting with the proposed Cross-Origin Storage API in Transformers.js Transformers.js provides Web developers with a simple way to use the power of transformers in their Web apps through task-sp...

• Keywords: js transformers, transformers js, transformers web, runtime transformers, api transformers, transformers const, await pipeline, shared transformers, browser transformers, library transformers
• Source: huggingface.co

Quarkus REST with Apache Camel and Keycloak

Quarkus REST with Apache Camel and Keycloak In this article, you’ll learn how to build a REST API using Apache Camel on top of Quarkus. We’ll cover the Camel REST DSL with the platform-http component,...

• Keywords: camel quarkus, quarkus camel, java kubernetes, quarkus http, authentication quarkus, keycloak swagger, application kubernetes, quarkus keycloak, camel keycloak, quarkus app
• Source: piotrminkowski.com

Microsoft’s next big thing for the cloud: an agent that keeps its cool when everything falls apart

Microsoft is promising relief to engineers who get woken up at 3 a.m. for outages and other cloud glitches: an agent informed by its years of experience running Azure, designed to diagnose whatever’s...

• Keywords: azure observability, observability agent, agent operate, azure copilot, devops agent, analysis azure, agent informed, glitches agent, agent preview, helps agent
• Source: geekwire.com

Verifiable, private AI: Google Cloud expands Confidential Computing frontiers

Verifiable, private AI: Google Cloud expands Confidential Computing frontiers Sam Lugani Product Lead, Confidential Computing, Google Cloud Ranjit Narjala Engineering Lead, Confidential Computing, Goo...

• Keywords: cloud confidential, confidential gpu, confidential g4, gcp confidential, cloud compute, confidential computing, secure cloud, confidential gke, cloud google, confidential vms
• Source: cloud.google.com

Issue #023 - Namespaces aren't free: where 7 TiB of memory was hiding

Issue #023 - Namespaces aren't free: where 7 TiB of memory was hiding DaemonSet listwatch, per-node informer cache, Calico netpols, Vector log source, kube-state-metrics cardinality The capacity dashb...

• Keywords: expected kubernetes_logs, kubernetes_logs, namespace cluster, vector kubernetes_logs, cluster namespaces, kubernetes_logs sources, cluster namespace, kubernetes_logs source, cluster lives, daemonset pods
• Source: podostack.com

What is an SBOM (and Why Can’t You Ship Without One)?

In Omdia’s 2026 software supply chain security report, 73% of organizations that generate SBOMs say they enable more efficient vulnerability mitigation, yet 86% still find the generation process chall...

• Keywords: sboms security, infrastructure sbom, sboms procurement, understanding sbom, vulnerabilities sbom, sboms vulnerability, sbom package, treating sbom, produces sbom, sbom requirements
• Source: docker.com

Will It Mythos?

Will It Mythos? OK, so Mythos finds really challenging security bugs, right? That’s why it’s cordoned off from the hoi polloi, to protect the world from such a powerful finder of exploits. I am skepti...

• Keywords: mythos finds, mythos advanced, specifically mythos, does mythos, mythos covered, bugs benchmark, mythos particularly, mythos, mythos really, mythos goals
• Source: swelljoe.com

Cut your environment setup time in half with Chunk sidecar snapshots

Cut your environment setup time in half with Chunk sidecar snapshots Content Marketing Manager When you’re building with AI, you can get a lot done in 30 seconds. Waiting minutes for CI feedback on yo...

• Keywords: faster ci, cli snapshot, snapshot environment, test snapshot, environment snapshot, pipeline snapshots, sidecar snapshots, sidecar snapshot, ci pipeline, snapshots sidecar
• Source: circleci.com

RAG Inference by Day, Fine-tuning by Night

NVIDIA DGX Spark Case Study: RAG Inference by Day, Fine-tuning by Night Authors: Ryan Shrout Ken Addison June 23, 2026 The rapid maturation of large language models has created a new class of infrastr...

• Keywords: gpus dgx, dgx spark, gpus, desktop gpus, nvidia dgx, gpus lack, discrete gpus, ai supercomputer, supercomputer, dedicated mlops
• Source: signal65.com

Shipping huggingface_hub every week with AI, open tools, and a human in the loop

Shipping huggingface_hub every week with AI, open tools, and a human in the loop huggingface_hub is the Python client at the base of the Hugging Face ecosystem. transformers , datasets , diffusers , s...

• Keywords: releases huggingface_hub, huggingface_hub python, shipping huggingface_hub, huggingface releases, huggingface_hub release_notes_raw, workflow human, workflow built, huggingface_hub structure, workflows release, github workflows
• Source: huggingface.co

The post-quantum EO is an important milestone. Now it’s time to get to work

On June 22, 2026, President Trump signed Executive Order 14409, "Securing the Nation Against Advanced Cryptographic Attacks." The order sets a December 31, 2030, deadline for federal agencies to trans...

• Keywords: security 2029, future crypto, secure 2029, deadline cryptographic, nsa deadlines, crypto standards, advancements quantum, encryption underway, authentication 2029, 2030 deadline
• Source: blog.cloudflare.com

What's New in pg_clickhouse v0.3.2: Postgres 19, TLS, Regex, and Memory

Last week we shipped the latest version of pg_clickhouse, the interface for querying ClickHouse from Postgres. As a minor update, v0.3.2 requires no reload, restart, or ALTER EXTENSION UPDATE , and we...

• Keywords: pg_clickhouse supported, improves pg_clickhouse, clickhouse postgres, postgres clickhouse, version pg_clickhouse, connections pg_clickhouse, pg_clickhouse interface, pg_clickhouse source, pg_clickhouse, clickhouse tls
• Source: clickhouse.com

Building Jaeger’s ClickHouse backend: 8.6× compression on 10 million spans

As someone who’s been maintaining Jaeger, I’ve watched users request ClickHouse support consistently over the past few years. With Jaeger v2.18.0, we’ve finally delivered it. What excites me most isn’...

• Keywords: storage jaeger, jaeger queries, storage backend, columnar storage, distributed tracing, jaeger ui, maintaining jaeger, tracing platform, schemas jaeger, storage
• Source: cncf.io

The end-to-end cost-performance of real-time analytics: Snowflake vs. ClickHouse Cloud

Our original benchmark measured one important part of the full real-time analytics path: the cost of continuously turning newly written raw data into query-ready raw data. Below is the original setup,...

• Keywords: performance snowflake, snowflake latency, analytics snowflake, dataset snowflake, workload snowflake, snowflake clusters, data snowflake, clickbench dataset, snowflake queries, queries snowflake
• Source: clickhouse.com

From insight to action: The next phase of agentic cloud operations

What if your cloud environment could help you move from insight to action in real time, with systems already working through the next set of decisions? As applications scale across hybrid infrastructu...

• Keywords: microservices ai, agentic cloud, cloud operations, operate cloud, ai agents, insight action, cloud environments, cloud lifecycle, workflows agents, actions cloud
• Source: azure.microsoft.com

Helping build shared standards for advanced AI

Helping build shared standards for advanced AI Increasingly capable models can strengthen cyber defense, accelerate scientific discovery, and expand access to expertise. But they can also create safet...

• Keywords: ai standards, appia foundation, intelligence consortium, appia develop, governance framework, foundation appia, governance frontier, intelligence foundation, ai increasingly, improved appia
• Source: openai.com

Lua Scripting on Upstash Redis: Atomic Operations Over HTTP

Lua Scripting on Upstash Redis: Atomic Operations Over HTTP I really like Redis. And in this article I want to share one of the most underrated and useful features about Redis I think there is: Lua sc...

• Keywords: pipeline upstash, upstash redis, pipeline batches, pipeline atomic, schedule upstash, exec upstash, redis runtime, scripting upstash, pipeline reads, redis script
• Source: upstash.com

Show HN: A pure ARM64 Assembly web server, now on Linux with CGI for no reason

This is ymawky (yuh maw kee), a web server written entirely in ARM64 assembly. ymawky is a syscall-only, no libc, fork-per-connection web server written by hand. While originally developed for MacOS,...

• Keywords: ymawky executable, html ymawky, ymawky fork, running web, debug ymawky, library webserver, configure ymawky, linux http, asmhttpd x86_64, code build_err_pages
• Source: github.com

80386 Early Start Memory Access

80386 Early Start Memory Access When Intel designed the 80386, they gave it a trick for hiding memory latency: Early Start. Instead of waiting for an instruction to reach its memory micro-op, the 386...

• Keywords: z386 computes, timings z386, z386 fpga, z386 compute, z386 vs, 80386 early, optimizations z386, z386 finished, instruction z386, start z386
• Source: nand2mario.github.io

Custom OIDC Token Audiences

Vercel's OIDC issuer (oidc.vercel.com ) now supports custom audiences. Deployments can request OIDC tokens with a specific audience claim, enabling secure service-to-service authentication with third-...

• Keywords: oidc tokens, oidc token, oidc aws, oidc vercel, vercel oidc, aws credentials, audiences vercel, awscredentialsprovider token, receives oidc, token aud
• Source: vercel.com

Swift Package Index Joins Apple

We’re excited to announce that Swift Package Index has joined Apple. Swift Package Index has become the place developers rely on to discover and evaluate Swift packages. Bringing Swift Package Index t...

• Keywords: swift packages, swift package, swift versions, platforms swift, updates swift, tests swift, apple swift, community swift, swift, package ecosystem
• Source: swiftpackageindex.com

Bring any data into Atlassian system of work

Architecture, module design, and connection lifecycle for bringing external data into Atlassian’s system of work. This is Part 1 of a two-part series on building Teamwork Graph Connectors. This post c...

• Keywords: integrations teamwork, atlassian teamwork, data teamwork, atlassian analytics, data atlassian, teamwork graph, data integration, connectors developers, connections atlassian, analytics build
• Source: atlassian.com

ETL Process: What It Is & How It Works

What is ETL? A simple guide to the ETL process and how it works From SaaS apps and internal systems to IoT devices and event streams, today’s businesses generate vast volumes of raw data. But data alo...

• Keywords: etl pipelines, etl pipeline, etl practices, data etl, etl tools, pipelines etl, analytics etl, processing etl, workflows etl, etl operationalizing
• Source: fivetran.com

GLM-5.2 is now available on Telnyx Inference

GLM-5.2 by Z.ai is now available on Telnyx Inference, hosted on our owned GPU infrastructure. GLM-5.2 is the highest-ranked open-weight model on Artificial Analysis, with an Intelligence Index of 51,...

• Keywords: glm ai, glm highest, running glm, infrastructure glm, sparse attention, attention indexers, glm, tasks telnyx, gpus, gpu fleet
• Source: telnyx.com

Stop Treating Coding Agent Plugins Like Settings: Introducing Agent Plugins Repositories

Stop Treating Coding Agent Plugins Like Settings: Introducing Agent Plugins Repositories Your developers install agent plugins every day: pulling from unmanaged GitHub repos, copying Cursor commands o...

• Keywords: agent plugins, agent plugin, agent repositories, commands agent, install agent, versions agent, agents tools, introducing agent, coding agent, runtimes agent
• Source: jfrog.com

Show HN: Bun-sqlgen – Type-safe raw SQL for Bun, no ORM

Type-safe SQL for Bun, no ORM — raw Bun.sql , live-checked against your schema. Tag a query with a name — sql.GetUser... — and its fully-typed, null-safe row appears right at the call site: no ORM,...

• Keywords: bun sqlgen, sqlgen migrations, sqlgen readme, sqlgen generate, sqlgen, sqlgen import, bun sql, sql bun, bun orm, orm generics
• Source: github.com

Show HN: Neural Particle Automata

We introduce Neural Particle Automata (NPA), a Lagrangian generalization of Neural Cellular Automata (NCA) from static lattices to dynamic particle systems. Unlike classical Eulerian NCA where cells a...

• Keywords: particle automata, organizing particle, cellular automata, cell particle, particle based, automata particle, neural particle, learnable neural, classification particle, 2d particle
• Source: selforg-npa.github.io

Record type inference for dummies

The reason I'm writing this post is because I actually wanted to write a more advanced post on type inference for anonymous records, but then I realized that most of my readers wouldn't understand the...

• Keywords: anonymous types, inference anonymous, type inference, type theorists, explaining type, type theory, type inferring, type programming, saying type, types implied
• Source: haskellforall.com

Swap OpenAI Code Interpreter for E2B/OpenSandbox

Swap OpenAI Code Interpreter for E2B/OpenSandbox The OpenAI Responses and Chat Completions APIs let you declare a code_interpreter tool and the model runs Python inside an OpenAI-hosted container. Tha...

• Keywords: openai code, e2b openai, opensandbox openai, interpreter e2b, openai_api_key sandbox_tools, sandbox openai, openai chat, swap openai, model openai, openai sdk
• Source: docs.litellm.ai

What is a Scout? A technical deep dive

What is a Scout? A technical deep dive Contents A scout is a small agent (don't overthink that word) that looks at, wrangles, and makes sense of any data available in PostHog. It's a core component of...

• Keywords: scout agent, scout logic, agent scout, scout skills, scout technical, scout skill, task scout, scout role, scouts skill, scout tools
• Source: posthog.com

Who Does What? Team Topologies for the Agentic Platform

Who Does What? Team Topologies for the Agentic Platform The agentic platform defines what needs to be provided. Team Topologies defines who provides it, and how teams interact to make it happen. In th...

• Keywords: agentic engineering, platform agentic, agentic platform, agent ask, agents, answer agentic, teams agents, agents plan, agent, teams agentic
• Source: blog.owulveryck.info

1Password is a Leader in the 2026 Gartner® Magic Quadrant™ for SaaS Management Platforms

1Password is a Leader in the 2026 Gartner® Magic Quadrant™ for SaaS Management Platforms by 1Password June 23, 2026 - 7 min Related Categories Recognized for Completeness of Vision and Ability to Exec...

• Keywords: 1password saas, saas access, ai 1password, access saas, sso 1password, insights saas, saas management, onboarded saas, saas governance, ai token
• Source: 1password.com

Agent Auth: A lawyer’s day in court

I’ve always thought about AI agents as microservices+. They need everything a traditional microservice needs, and:

• More authentication requirements because an agent may act on behalf of many differe...

• Keywords: agent auth, identity agent, understanding agent, ai agent, agents microservices, agent identity, ai agents, agent identities, agentic need, prove agent

• Source: cncf.io

How long before we stop reading the code?

How long before we stop reading the code? Don't kill the code reviews; just move the human checkpoint upstream to reviewing intent, specs, plans, constraints, and acceptance criteria. Code is actually...

• Keywords: reviewing ai, ai review, review ai, code reviews, ai reviewed, review bottleneck, code review, reviews code, agent reviews, code reviewer
• Source: aviator.co

Analyze and Consolidate Apex Triggers via Agentforce Vibes

Every org has a story, and it usually begins the same way: one Apex trigger here, another there, each solving a problem in the moment. But over time, orgs quietly accumulate multiple Apex triggers on...

• Keywords: consolidating triggers, apex triggers, package triggers, triggers, triggers logic, multiple triggers, triggers production, triggers developer, triggers house, simplest triggers
• Source: developer.salesforce.com

Clustering Unstructured Text with LLM Embeddings and HDBSCAN

In this article, you will learn how to build a text clustering pipeline by combining large language model embeddings with HDBSCAN, a density-based clustering algorithm, to automatically discover topic...

• Keywords: topic clusters, text clustering, text representations, clustering unstructured, text embeddings, discover topics, generating embeddings, unstructured text, important clustering, llm embeddings
• Source: machinelearningmastery.com

The Code You Didn't Write Is Still Yours to Defend

Security News GitHub Actions Checkout Now Blocks Risky pull_request_target Checkouts GitHub Actions checkout now blocks risky pull_request_target checkouts by default to help prevent pwn request suppl...

• Keywords: agent sandbox, packages compromised, developer workflows, security patch, github actions, checkouts github, risky pull_request_target, running security, malicious package, malicious dependency
• Source: socket.dev

What AI Readiness Really Means and How It Applies to APIs

What AI Readiness Really Means and How It Applies to APIs Posted in DesignStrategy Adriano Mota June 23, 2026 Many organizations procure AI software or models assuming they will work instantly, fundam...

• Keywords: ai readiness, readiness ai, data readiness, readiness fundamental, readiness using, readiness simply, readiness, apis ai, ai apis, readiness affects
• Source: nordicapis.com

How Omio is building the future of conversational travel

How Omio is building the future of conversational travel From AI-powered trip planning to company-wide transformation, Omio is working with OpenAI to reinvent how travel is discovered, booked and deli...

• Keywords: omio travel, travel ai, omio transportation, experience travelers, experiences travelers, experiences omio, journey ai, conversational travel, journeys conversational, journeys conversation
• Source: openai.com

Week 121 of Venture with Grace

🎉 Week 121 — Venture with Grace Week 121 explored the future of enterprise AI, quantum innovation, financial infrastructure, and AI-powered growth — with founders and operators sharing how emerging te...

• Keywords: ai startups, future enterprise, ventures quantum, enterpriseai futureofwork, enterprise, enterprise ai, powered enterprise, venturewithgrace ai, innovation financial, enterprise devops
• Source: svppro.com

Every vendor sells an “AI Platform.” None of them sells a complete one.

Every vendor sells an “AI Platform.” None of them sells a complete one. Walk any conference floor in 2026 and every booth has the same sign: AI Platform. The hyperscalers say it. The on-prem hardware...

• Keywords: ai stack, sells ai, enterprise stacks, layer enterprise, enterprise ai, architecture vendors, complete enterprise, ai platform, deploying ai, ai
• Source: thectoadvisor.com

How to build text highlight annotations with PDF.js and React

How to build text highlight annotations with PDF.js and React Table of contents Text highlighting on PDF.js comes down to five steps:

• Track selection — Listen for pointerup on the viewer container a...

• Keywords: highlighting pdf, pdf annotation, annotations pdf, pdftoscreen coordinate, highlight annotations, nodelocationtoscaled pdftoscreen, annotations highlightannotation, highlightannotation selection, highlightannotation built, highlightannotation

• Source: nutrient.io

I automated my job (and it made me a better leader)

Here’s the thing about senior leadership that nobody warns you about: the job isn’t hard because of any single task. It’s hard because your work lives in fifteen different places and your brain is the...

• Keywords: attention executive, single task, noticing automation, following slack, brain operational, distracted, conversations distracted, task hard, meeting action, senior leadership
• Source: github.blog

IBM Bob Cost Guide: Smaller Context, Fewer Bobcoins

IBM Bob Cost Guide: Smaller Context, Fewer Bobcoins Use .bobignore, narrower MCP toolsets, targeted @ mentions, and fresh chats to keep IBM Bob focused and cheaper to run. Use .bobignore , narrower MC...

• Keywords: ibm bob, bob cost, useful bobcoins, use bob, bobcoin usage, bobcoins use, fewer bobcoins, bobcoins docs, enterprise bobalytics, bobcoins
• Source: the-main-thread.com

Leanpub Book LAUNCH 🚀 Switching to Linux: A Practical Guide for Windows and Mac Users by Jay LaCroix

Leanpub Book LAUNCH 🚀 Switching to Linux: A Practical Guide for Windows and Mac Users by Jay LaCroix Switching to Linux is the start of an extremely fun journey - but knowing where to start is another...

• Keywords: linux experience, linux professionally, passionate linux, switching linux, linux, supporting linux, learn linux, linux practical, just linux, prior linux
• Source: leanpub.com

75% More Pedestrians Have Been Killed Since 2009. Giant Trucks and SUVs Are Why

Key Takeaways

• Bigger cars, bigger danger. Pedestrian fatalities have surged 75% since 2009, linked to the rise of larger vehicles like SUVs and pickups.

• Size matters in safety. Larger vehicle dime...

• Keywords: pedestrian fatalities, pedestrian deaths, impacting pedestrian, pedestrian safety, increase pedestrian, increased pedestrian, cars impacting, cars larger, safety larger, larger vehicles

• Source: thedrive.com

Production-grade ingestion with orchestration

Make your Forge connector production-ready with orchestration — recurring schedules, hierarchical fan-out, failure classification, and resilient ingestion. This is Part 2 of a two-part series on build...

• Keywords: connectors orchestration, orchestration taskrunner, orchestration connector, connectors scheduling, orchestration scheduling, orchestration teamwork, schema orchestration, orchestration forge, connection lifecycle, forge teamwork
• Source: atlassian.com

Don't verify email addresses by sending spam to them

Much have been said about futility of trying to validate email addresses. Generally accepted advice is that you should just send verification link and don’t care about trying to validate it beforehand...

• Keywords: validating email, validate email, validated addresses, mysterious email, send verification, sending spam, spam pangram, spam sender, using spam, trying validate
• Source: milek7.pl

GPT-5.5 Cyber: Inside OpenAI's Daybreak and the 'Trusted Access' Security Model (2026)

Quick answer. GPT-5.5 Cyber is a cybersecurity-specialised version of OpenAI's GPT-5.5, released as part of OpenAI Daybreak — a defender-first program whose stated goal is to "democratize patching vul...

• Keywords: gpt mythos, gpt cyber, cyber gpt, mythos cybergym, cyber mythos, mythos openai, mythos vs, gpt openai, security mythos, mythos updated
• Source: codersera.com

Mistral OCR 4

Title Subtitle Text Image Table Today, we're releasing Mistral OCR 4, featuring bounding boxes, block classification, and inline confidence scores alongside extracted text. The model supports 170 lang...

• Keywords: evaluation ocr, ocr api, ai ocr, classification ocr, text ocr, ocrv4 document, ocr premier, evaluate ocr, ocr compared, ocr data
• Source: mistral.ai

Show HN: Treedocs: Documentation that automatically checks for staleness

Acclimate Faster Give new teammates, future you, and coding agents the concise context they need to understand complex repositories so that they don't need to wander aimlessly. Swift CLI Understand an...

• Keywords: builds swift, swift cli, swift package, file swift, uses swift, implementations treedocs, sources swift, builds treedocs, treedocs documented, code treedocs
• Source: dandylyons.github.io

Tech giant Oracle cuts 21,000 jobs as it embraces AI

Tech giant Oracle cuts 21,000 jobs as it embraces AI Oracle shed about 21,000 roles globally in the last year as the US technology giant reshapes its business around artificial intelligence (AI), the...

• Keywords: oracle workforce, oracle planned, firms oracle, ai oracle, oracle cuts, ai businesses, reduced workforces, oracle said, job cuts, computing firm
• Source: bbc.com

The Low-Tech AI of Elden Ring

The Low-Tech AI Of Elden Ring FROMSOFT has a reputation for diverse and punishing npc encounters across the entire Soulsborne extended series, but the implementation of the AI decision making itself i...

• Keywords: fromsoft ai, ai functionality, split ai, implementation ai, access ai, ai entirely, complicated ai, state ai, ai systems, ai scripts
• Source: nega.tv

F3

F3 is a data file format that is designed with efficiency, interoperability, and extensibility in mind. It provides a data organization that rectifies the layout shortcomings of the last-generation fo...

• Keywords: f3 file, f3 format, formats parquet, f3 storage, package f3, build fff, f3 data, format f3, code f3, describing f3
• Source: github.com

The new HTTP QUERY method explained

The new HTTP QUERY method explained In the world of RESTful APIs, we have long lived by a strict set of (self-imposed) rules. Whether you are fetching data with GET, creating an entity with POST, or u...

• Keywords: http methods, http method, method http, restful apis, request api, new http, http query, http rfcs, using http, using requests
• Source: kreya.app

Why AI Agents Drift Mid-Task and How a Multi-Agent System Fixes It

How specialist agent orchestration anchored to Jira keeps complex coding tasks on spec. You have probably felt this. You hand a capable AI agent a real piece of work, a proper spec with edge cases and...

• Keywords: agent orchestration, agent orchestrate, spec agent, agent reasons, agent drift, agent work, agentic work, task jira, concurrent agents, ai agent
• Source: atlassian.com

You already have a Git server

If you have a git repository on a server with SSH access, you can just clone it: git clone ssh://username@hostname/path/to/repo That is it. No Docker. No CI pipeline. No serverless function. No YAML f...

• Keywords: server git, git push, ssh git, clone git, git, change git, git clone, git run, git tools, git let
• Source: gopeek-lovat.vercel.app

Deploy Node servers with zero configuration

You can now deploy a Node.js server to Vercel with zero configuration. Vercel detects a server.ts file at the project root or at src/server.ts and deploys it as a Node.js application, in addition to e...

• Keywords: vercel server, server vercel, configuration vercel, deployed vercel, backends vercel, runtime vercel, js vercel, vercel zero, vercel cli, vercel vercel
• Source: vercel.com

🤖 Hermes Agent launches Computer Use

Good Morning! Here's what's happening: Hermes Agent now supports computer use on Windows and Linux, adding to its existing macOS support Grok launches /goal in Grok Build, letting you give it a single...

• Keywords: hermes agent, agents hermes, hermes toolkit, agents grok, agent computer, grok launches, systems hermes, agent supports, automatically hermes, using grok
• Source: simplifyingcomplexity.tech

Hidden Gems: Part 4

By now you know the drill: a fresh batch of Hidden Gems, no preamble required. 🪨⛏️➡️💎 Note: Many actions are mentioned in this post (such as editor: find all references ). These can be found and run i...

• Keywords: layout, workspace, centered layout, gui editors, screen editing, wide screens, workspace toggle, projects window, project keyboard, layout centered
• Source: zed.dev

AI Citation Decay: What It Is, How to Detect It, And How to Recover

AI Citation Decay: What It Is, How to Detect It, And How to Recover Six weeks ago, you pulled up a prompt you track, and your brand was cited in the answer. Last week, you checked the same prompt. You...

• Keywords: citations decay, citation decay, ai citations, ai citation, cited ai, citation drops, citation presence, tracking citations, new citations, recovery citations
• Source: similarweb.com

Claude Tag

Introducing Claude Tag Claude Tag is a new way for teams to work with Claude. We’re starting on Slack, which Claude can join as a team member. Grant Claude access to selected channels, and connect it...

• Keywords: tagging claude, tag claude, claude tag, team tagging, tasks claudes, teammate claude, task claude, claude task, tag slack, slack claude
• Source: anthropic.com

FUTO Swipe – A new swipe typing model

In August 2024, we launched a dataset collection effort on the swipe.futo.org domain to collect QWERTY English swipes. Users would voluntarily visit the webpage on their mobile phone and be given inst...

• Keywords: swipe word, million swipes, english swipes, swipe typing, swipes, swipes users, swipe, quality swipes, effort swipe, swipes mit
• Source: swipe.futo.tech

GitHub joins coalition advocating for fixes to California AI Transparency Act to protect open source

GitHub joins coalition advocating for fixes to California AI Transparency Act to protect open source We’re calling for targeted amendments to resolve conflicts with open source licensing and align wit...

• Keywords: source licensing, source licenses, transparency act, require developers, transparency requirements, licenses introduce, act transparency, 2026 github, licenses downstream, sufficient github
• Source: github.blog

Increased latency for Management API requests

Subscribe to updates for Increased latency for Management API requests via email and/or text message. You'll receive email notifications when incidents are updated, and text message notifications when...

• Keywords: notifications incidents, sms afghanistan, gambia, bahamas bahrain, incidents updated, tobago, libya 218, barbados belarus, incident sms, burkina
• Source: status.supabase.com

Lossless GIF recompression via exhaustive search

A bit of history GIF is the oldest widespread compressed image format. Today, it is mostly famous for allowing animations in an image file, but I am not so interested in that use. Actually, it turns o...

• Keywords: gif fallback, gif compression, fallback gif, website gif, modern web, old browsers, use gifs, oldest browsers, mosaic website, mosaic netscape
• Source: blog.arusekk.pl

Pi 0.80.0

Added Ctrl+J as a default newline keybinding alongside Shift+Enter. Renamed the displayed zai provider label to ZAI Coding Plan (Global) for clarity (#5965). pi-ai's old global API (stream/complete/co...

• Keywords: zai provider, displayed zai, zai, zai coding, label zai, newline keybinding, default newline, newline characters, newline, unchanged extension
• Source: pi.dev

Show HN: The Cascade Graph – An interactive map of AI and energy constraints

The Cascade Graph Economics is downstream of physics. This is a knowledge graph of how stress flows through the real economy — the drivers that push, the chokepoints where stress concentrates, the jur...

• Keywords: cascade graph, graph stress, cascades, read cascade, cascade, graph economics, cascade way, cascade index, cascades problem, accessible cascade
• Source: atomprophet.io

Automating Hypothesis Testing Across Multiple Variables with Python Scripts

Image by Editor Answering “why” in data analysis typically involves seeking relationships among variables in your dataset. For example, which features influence customer churn? Or which operational me...

• Keywords: employee dataset, effective python, employees pandas, analyze dataset, correlation tests, dataset employees, dataframe automatically, statistical tests, dataframe easier, pandas scipy
• Source: statology.org

How GPT-5 helped immunologist Derya Unutmaz solve a 3-year-old mystery

How GPT‑5 helped immunologist Derya Unutmaz solve a 3-year-old mystery The model’s ability to augment human expertise could help advance fields including cancer research, autoimmune disease, and infec...

• Keywords: immune cells, immune cell, cells immune, helped immunologist, research autoimmune, immunology does, immunology, cancer autoimmune, immunotherapy unutmaz, cells help
• Source: openai.com

Anthropic updates their terms to verify age or identity

Privacy Policy This policy was published on June 8, 2026 with an effective date of July 8, 2026. Anthropic is an AI safety and research company working to build reliable, interpretable, and steerable...

• Keywords: privacy anthropic, privacy policy, privacy rights, exercising privacy, information rights, legal privacy, privacy data, applicable privacy, policies confidentiality, privacy laws
• Source: anthropic.com