Daily edition
TILens turns technical updates into a focused daily brief: official releases, trusted reporting, and practitioner analysis, deduplicated and organized by topic.
AWS Lambda now supports scalable network bandwidth for Lambda functions, enabling faster data transfer to and from your execution environment for latency-sensitive workloads. This feature enables functions outside a VPC…
Customers have access to models that are continuously getting better with each new generation bringing larger context windows, stronger reasoning, and lower token costs. Getting the strongest AI-powered security will…
Learn how to build, train, and score a credit risk machine learning model entirely in SQL using Oracle Machine Learning for SQL (OML4SQL) on Amazon RDS for Oracle. The built-in AutoML feature selects the best algorithm…
AWS DMS uses exponential backoff for recoverable errors, and default settings can let a change data capture (CDC) task retry silently for up to 30 minutes before failing. This post shows how to tune four…
Many applications that use Amazon DynamoDB for operational data also need vector similarity search, which until now meant running a separate vector database. DynamoDB now supports native vector search. In this post, we…
Amazon Keyspaces (for Apache Cassandra) is now available in the Canada West (Calgary) Region (ca-west-1), allowing customers in the Canada West Region to build Cassandra-compatible applications with lower latency while…
The Django team is happy to announce the release of Django 6.1. The release notes offer a harmonious mélange of new features and usability improvements. A few highlights are: Model field fetch modes for configuring…
Release Notes Released on 2026-08-05. Python Add CPython 3.15.0rc1 (#20948) Add CPython 3.14.7 (#20971) Enhancements Ensure diagnostic hints end with a newline to prevent malformed terminal output (#20959) Preview…
Tag 6.1
2.51.1 2026-08-05 AWS Certificate Manager Private Certificate Authority Features Private Certificate Authority service now supports RSASSA-PSS signing algorithm. AWS Glue Features Added the…
Changes since langchain-anthropic==1.5.3 release(anthropic): 1.5.4 (#39277) fix(anthropic): handle tool schemas with unsupported top-level composition (#39273) chore: bump the minor-and-patch group across 3 directories…
3.1104.0(2026-08-05) New Features client-deadline: AWS Deadline Cloud now reports persistent volume costs alongside compute and license costs. Customers can view per-fleet storage costs in Usage Explorer by selecting…
Learn more at g.co/accelerator/about Google Accelerators work with top growth-stage startups, developers, researchers, and nonprofits around the world, supporting leaders with bespoke technical builds leveraging Google…
AWS Glue Data Quality now offers improved anomaly detection with a new observation mode that reduces detection of false anomalies and removes pricing for anomaly detection in ETL jobs. Customers using notebook-based or…
Tagging 2.36.17 release.
Imagine preparing for your biggest sales event of the year, and you want to ensure your customer identity management service can handle the elevated traffic for carrying out application activities. For security teams,…
You can now understand how a product's pricing works before you buy it. Available in the pricing section of the listing in AWS Marketplace, AI Insights explains each product's pricing in plain language: what a pricing…
Today, AWS announces the general availability of vector search for Amazon DynamoDB, a new feature to index and search vectors in real time. As vector datasets grow into the billions or trillions, vector search at scale…
2.51.0 2026-08-04 AWS Identity and Access Management Features Updating endpoint generation logic AWS Organizations Features Improved accuracy of CloudTrail event documentation for AWS Organizations membership…
Notable Changes [58717685a1] - (SEMVER-MINOR) crypto: support loading private keys through STORE loaders (Filip Skokan) #63949 [44b940ee8c] - crypto: update root certificates to NSS 3.125 (Node.js GitHub Bot) #64746…
AI agents author and run Terraform on their own. HCP Terraform makes autonomy accountable: provenance, policy, identity, isolation, and audit.
AWS Glue Data Catalog is a centralized metadata repository that helps you discover and understand data, with semantic search and support for adding business context to datasets currently in preview. Today, we are adding…
What's Changed Default thread_minimum_size in GZipResponder by @Kludex in #3415 Full Changelog: 1.4.0...1.4.1
AWS IAM Identity Center now lets you decide whether to enable management of AWS account access when you create a new organization instance. This allows you to use IAM Identity Center to manage access to AWS applications…
Amazon Aurora serverless now delivers higher initial capacity during scale-up events, reaching up to 12 ACUs within a second and continuing to scale up to 256 ACUs as your workload grows. When the workload finishes,…
DynamoDB now supports native vector search with single-digit millisecond latency at 99%+ recall. It is designed for any scale, even trillions of vectors and requires zero infrastructure management.
Open Technology Research Symposium 2026 releases preliminary agenda. The event takes place on 26 and 27 October 2026 at the University of Barcelona during Barcelona Open Tech Week
Python 3.13.15
Python 3.14.7
Shanghai, China Espressif Systems today announced ESP RainMaker Neo, a new open-source implementation of the ESP RainMaker IoT platform for building connected products with Espressif devices. Built on AWS Serverless…
What's Changed Lazily allocate GZipMiddleware compression resources by @Kludex in #3407 Use zlib.compressobj instead of GzipFile in GZipMiddleware by @Kludex in #3411 Offload large GZip compression by @Kludex in #3410…
For stable releases, please refer to CHANGELOG.md for details. For pre-releases, please refer to CHANGELOG.md of the minor branch.
Tagging 1.46.0 release.
A pair of bug fix releases await your upgrade.
Recently, five teams in the Rust project adopted a policy that I originally authored, governing how Large Language Models can be used when contributing to the rust-lang/rust monorepo. Notably, the new policy is not an…
New release of the Java Platform Extension for VS Code
Organized crime is convincingly scamming at scale, making billions thanks to AI-enabled voice cloning, deepfake real-time video overlays, LLM-driven persona management, and automated translation.
Attackers can take control of agents through malicious instructions hidden in content supplied to AI browsers, and there's no simple fix for the threat.
We're honored to announce that Cloudflare is the only vendor that has been recognized as a Visionary in both the 2026 Gartner® Magic Quadrant™ for SASE Platforms and the 2026 Gartner® Magic Quadrant™ for Security…
AI browsers from top vendors remain vulnerable to prompt injection attacks despite multiple security guardrails, according to new research.
Here is a query that shows up in every analytics workload: SELECT count(DISTINCT user_id) FROM events; It looks like the cheapest possible thing: count the distinct users. On a machine with cores to spare you would…
Previously I’ve made the case for running an AI-driven incident-response pipeline entirely inside a Postgres cluster: pgvector for retrieval, EDB Postgres AI Hybrid Manager’s on-board model serving for inference, AI…
CSS was once just about design. Now researchers warn it's powerful enough to exfiltrate data from webmail — and some vendors aren't prepared.
Researchers are calling attention to the risks inherent in automated network device provisioning, using a world-leading device manufacturer as a case study.
Google has fixed the issues, which exploited a trust boundary between two AI agents with different privilege levels to trigger automation that could compromise the supply chain.
Jacob Jackson at ByteofDev built something I can only describe as admirably irresponsible (and something I wish I had thought of first): claudegres, a “PostgreSQL” in which Claude is the entire backend. Not Claude…
Learn how to validate data in Python with Pointblank: declare quality checks, split clean from failing rows, and rerun validation plans from YAML.
The Agent Access Model proposes a new architecture to secure task-scoped agents using strict identity brokering, continuous mediation, and stateful trust.
We built Cloudflare OS to equip our teams to safely rethink how they get work done with AI. The platform brings together the best of our technologies, from our Compute primitives to our Zero Trust suite. This post walks…
Identity-aware AI Gateway is now in open beta. User Insights turns that traffic into a behavioral baseline for every person and agent, and flags insider risk the moment it appears.
At Cloudflare, we knew we could not depend on every employee to configure every agent perfectly or watch every tool call. Before expanding write access across our own internal MCP servers, we built WriteGuard. We are…
Cloudflare OS is an open-source platform that lets everyone in your company build apps, automate work, and safely access internal systems, shaped around what your organization knows and how it operates
Validate data in Python with Pointblank. Declare quality checks, split clean rows from failing ones, and rerun validation plans from YAML.
Laurence Tratt discusses yk, an open-source meta-tracing JIT compiler framework. He shares how to automatically speed up C-based language interpreters like Lua and MicroPython with minimal, non-invasive code changes. He…
Jakarta Agentic AI just shipped its first deliverable: version 1.0.0-M1 is live on Maven Central and the draft 1.0 specification is out for review. The project now has a specific API surface that developers can look at,…
LoRaWAN devices typically require users to enter parameters such as the DevEUI, JoinEUI (formerly AppEUI), AppKey, and potentially the DevAddr plus the session keys, depending on the activation mode (ABP vs OTAA). This…
Vacuum is not a problem as we can help PostgreSQL avoid it with HOT updates. A HammerDB TPROC-C benchmark shows how tuning fillfactor for tables eliminates vacuum and reduces the bloat growth.
Unitel, Angola's dominant mobile operator, continues to recover from a cyberattack that caused outages the day of the government-owned telco's public offering.
release: v3.5.41
fix(ssr): normalize hidden states during hydration (#13125)
Designed by ZecTrix Lab in China, the Note 4 is an ESP32-S3-based AI smart note with a 4.2-inch e-paper display and built-in voice input. The device is designed to display reminders, notes, clocks, weather, images, and…
Hello and welcome to another issue of This Week in Rust! Rust is a programming language empowering everyone to build reliable and efficient software. This is a weekly summary of its progress and community. Want…
Get answers to 20 common questions about continuous offensive security, AI penetration testing, DAST, and AI red teaming.
fix(custom-element): warn when props override native properties (#12125) close #12124
The CtrlVibe AI Console is a programmable desktop keypad designed for AI workflows. The device includes hardware controls for switching between AI tools, launching shortcuts, selecting execution modes, and recording…
fix(compiler-core): preserve vnode lifecycle in stable v-for (#11682) close #9239 close #12569
Idle sessions consume connection slots and backend memory—not locks or xmin. Learn when and how to reap them without sabotaging your connection pooler.
#660 — August 5, 2026 Web Version Lots of videos from this year's PGConf.dev are now on YouTube and I've rounded up some highlights at the end of the issue! __ Your editor, Peter Cooper Postgres Weekly COUNT(DISTINCT)…
🚀 Frontend Focus #753 — August 5, 2026 | Read on the web ⚓️ Results from the 2026 State of CSS Survey — Developers report anchor positioning as their favorite new CSS feature of this past year, though limited support…
Welcome back to Core Dispatch! This edition covers July 18 through August 5, 2026. Python 3.15.0 release candidate 1 landed on August 4, followed by Python 3.14.7 and 3.13.15 on August 5. With the first release…
Build, test, and ship real apps in a day with Lovable: https://lovable.link/11vGHox Last week the most secure way to store Bitcoin quickly became the least secure. Let's investigate. #coding #programming Want more…
When the cost of error is high, trust is everything. Dan, Director, Senior Corporate Counsel at GitHub, used GitHub Copilot CLI to build a custom skill called Eyeball that embeds inline screenshots of source documents…
