TILens Daily Edition 2026-08-05 Filters: github=hidden Stats: 92 articles, 39 sources Top topics: Rust, AWS, Python ## News - AWS Lambda announces scalable network bandwidth up to 3,000 Mbps for functions outside a VPC Source: aws-whats-new Topic: AWS URL: https://aws.amazon.com/about-aws/whats-new/2026/08/aws-lambda-network-bandwidth/ - AWS partners with Anthropic and OpenAI to bring AWS Continuum into developer workflows Source: aws-security-blog Topic: DevSec (+AWS) URL: https://aws.amazon.com/blogs/security/aws-partners-with-anthropic-and-openai-to-bring-aws-continuum-into-developer-workflows/ - Oracle Machine Learning for SQL on Amazon RDS: Build machine learning models entirely in SQL Source: aws-database-blog Topic: AWS (+PostgreSQL) URL: https://aws.amazon.com/blogs/database/oracle-machine-learning-for-sql-on-amazon-rds-build-machine-learning-models-entirely-in-sql/ - Detect CDC failures faster with AWS DMS Source: aws-database-blog Topic: AWS (+PostgreSQL) URL: https://aws.amazon.com/blogs/database/detect-cdc-failures-faster-with-aws-dms/ - Build semantic search with native vector support in Amazon DynamoDB Source: aws-database-blog Topic: AWS (+PostgreSQL) URL: https://aws.amazon.com/blogs/database/build-semantic-search-with-native-vector-support-in-amazon-dynamodb/ - Amazon Keyspaces (for Apache Cassandra) is now available in the Canada West (Calgary) Region (ca-west-1) Source: aws-whats-new Topic: AWS URL: https://aws.amazon.com/about-aws/whats-new/2025/11/amazon-keyspaces-apache-cassandra-canada-west/ - Django 6.1 released Source: django-blog Topic: Django (+Python) URL: https://www.djangoproject.com/weblog/2026/aug/05/django-61-released/ - From User Sequences to Scaling Laws: A Multi-Stage Architecture for Meta’s Ads Ranking Source: meta-engineering Topic: Architecture URL: https://engineering.fb.com/2026/08/05/ml-applications/from-user-sequences-to-scaling-laws-a-multi-stage-architecture-for-metas-ads-ranking/ - AWS Glue Data Quality makes ETL anomaly detection free and improves anomaly predictions Source: aws-whats-new Topic: AWS URL: https://aws.amazon.com/about-aws/whats-new/2026/08/aws-glue-data-quality-anomaly-detection-free - From 2 weeks to 2 minutes: Amazon Cognito launches Provisioned limits for self-service rate limit management Source: aws-security-blog Topic: DevSec (+AWS) URL: https://aws.amazon.com/blogs/security/from-2-weeks-to-2-minutes-amazon-cognito-launches-provisioned-limits-for-self-service-rate-limit-management/ - AWS Marketplace adds AI Insights so buyers can understand pricing before they buy Source: aws-whats-new Topic: AWS URL: https://aws.amazon.com/about-aws/whats-new/2026/08/aws-marketplace-ai-insights/ - Amazon DynamoDB now supports real-time vector search Source: aws-whats-new Topic: AWS URL: https://aws.amazon.com/about-aws/whats-new/2026/08/amazon-dynamodb-vector-search - Node.js 26.7.0 (Current) Source: nodejs-blog Topic: JavaScript URL: https://nodejs.org/en/blog/release/v26.7.0 - HCP Terraform is the control plane for AI-driven infrastructure Source: hashicorp-blog Topic: DevOps URL: https://www.hashicorp.com/blog/hcp-terraform-is-the-control-plane-for-ai-driven-infrastructure - AWS Glue Data Catalog now supports metadata exports to S3 Tables (Preview) Source: aws-whats-new Topic: AWS URL: https://aws.amazon.com/about-aws/whats-new/2026/08/aws-glue-data-catalog-s3-tables/ - AWS IAM Identity Center makes management of AWS account access optional for new organization instances Source: aws-whats-new Topic: AWS URL: https://aws.amazon.com/about-aws/whats-new/2026/08/aws-identity-center-accounts-optional/ - Amazon Aurora serverless now scales faster to support agentic AI and other bursty workloads Source: aws-whats-new Topic: AWS URL: https://aws.amazon.com/about-aws/whats-new/2026/08/aurora-serverless-instant-12-acu-scaling - Amazon DynamoDB now supports real-time vector search at any scale Source: aws-news-blog Topic: AWS URL: https://aws.amazon.com/blogs/aws/amazon-dynamodb-now-supports-real-time-vector-search-at-any-scale/ - Preliminary agenda announced for the Open Technology Research Symposium 2026 Source: osi-blog Topic: Open Source URL: https://opensource.org/blog/preliminary-agenda-announced-for-the-open-technology-research-symposium-2026 - Java Annotated Monthly – August 2026 Source: intellij-idea-blog Topic: Java URL: https://blog.jetbrains.com/idea/2026/08/java-annotated-monthly-august-2026/ - Espressif Announces ESP RainMaker Neo, an Open-Source Device-to-Cloud-to-Phone IoT Platform Source: espressif-news Topic: Hardware URL: https://www.espressif.com/en/news/ESP_RainMaker_Neo_Release - How to monitor HCP Terraform and Terraform Enterprise with Grafana Cloud | Grafana Labs Source: grafana-blog Topic: DevOps URL: https://grafana.com/blog/how-to-monitor-hcp-terraform-and-terraform-enterprise-with-grafana-cloud/ - Oracle Java Platform Extension for Visual Studio Code - Version 26.0.1 Is Now Available Source: inside-java Topic: Java URL: https://inside.java/2026/08/05/java-vscode-extension-update/ - Python 3.14.7 and 3.13.15 are now available! Source: python-insider Topic: Python URL: https://blog.python.org/2026/08/python-3147-31315/ - AI Sends Global Crime Syndicates Into Fraud Nirvana Source: darkreading Topic: DevSec URL: https://www.darkreading.com/threat-intelligence/ai-global-crime-syndicates-fraud-nirvana - AI Browsers Vulnerable to 'PleaseFix' Zero-Click Agent Hijacking Source: darkreading Topic: DevSec URL: https://www.darkreading.com/cyber-risk/ai-browsers-zero-click-agent-hijacking - Cloudflare is the only vendor named a Visionary in 2026 SASE and SSE reports Source: cloudflare-blog Topic: General URL: https://blog.cloudflare.com/cloudflare-sase-sse-gartner-magic-quadrants-2026/ - No Perfect Fix for AI Browser Prompt Injection Flaws Source: darkreading Topic: DevSec URL: https://www.darkreading.com/application-security/no-perfect-fix-ai-browser-prompt-injection-flaws - Exclusive Early Access: Chapters 1-3 of The Hundred-Page Deep Reinforcement Learning Book Source: true-positive-weekly Topic: AI (+AI Research) URL: https://aiweekly.substack.com/p/exclusive-early-access-chapters-1 - The Canvas or the Function: AIDB vs. Langflow for Agentic AI Ops on EDB Postgres AI Source: edb-blog Topic: PostgreSQL URL: https://enterprisedb.com/blog/canvas-or-function-aidb-vs-langflow-agentic-ai-ops-edb-postgres - CSS: The Hidden Threat Lurking in Your Inbox Source: darkreading Topic: DevSec URL: https://www.darkreading.com/cyberattacks-data-breaches/css-hidden-threat-lurking-inbox - 15 TP-Link Bugs Expose Risks in Zero-Trust Provisioning Source: darkreading Topic: DevSec URL: https://www.darkreading.com/endpoint-security/15-tp-link-bugs-risks-zero-trust-provisioning - Flaws in Google APK for Python Unlock Agent-to-Agent Attack Source: darkreading Topic: DevSec URL: https://www.darkreading.com/vulnerabilities-threats/flaws-google-apk-python-agent-to-agent-attack - How Big Models Teach Small Models to Be Smart Source: bytebytego Topic: Architecture URL: https://blog.bytebytego.com/p/how-big-models-teach-small-models - 10 System Design Solutions Explained in 15 Minutes Source: system-design-newsletter Topic: Architecture URL: https://newsletter.systemdesign.one/p/system-design-patterns - Validating Data With Pointblank in Python Source: real-python Topic: Python URL: https://realpython.com/python-pointblank/ - The Agent Access Model Source: cloudflare-blog Topic: General URL: https://blog.cloudflare.com/the-agent-access-model/ - How we’re rethinking work at Cloudflare with Cloudflare OS Source: cloudflare-blog Topic: General URL: https://blog.cloudflare.com/how-we-use-ai-with-cloudflare-os/ - Cloudflare OS: an open platform for agents, apps, and work Source: cloudflare-blog Topic: General URL: https://blog.cloudflare.com/cloudflare-os/ - WriteGuard: fine-grained controls for MCP Servers Source: cloudflare-blog Topic: General URL: https://blog.cloudflare.com/mcp-portal-writeguard-private-beta/ - Catching rogue AI behavior with identity-aware analytics Source: cloudflare-blog Topic: General URL: https://blog.cloudflare.com/identity-aware-ai-gateway/ - Quiz: Validating Data With Pointblank in Python Source: real-python Topic: Python URL: https://realpython.com/quizzes/python-pointblank/ - Presentation: Automatically Retrofitting JIT Compilers Source: infoq-java Topic: Java URL: https://www.infoq.com/presentations/yk-meta-tracing-jit-compiler/?utm_campaign=infoq_content&utm_source=infoq&utm_medium=feed&utm_term=Java - Jakarta Agentic AI Hits Its First Milestone Source: foojay-today Topic: Java URL: https://foojay.io/today/jakarta-agentic-ai-hits-its-first-milestone/ - Large-scale LoRaWAN deployments become easier through QR codes and relays Source: cnx-software Topic: Hardware URL: https://www.cnx-software.com/2026/08/05/large-scale-lorawan-deployments-become-easier-through-qr-codes-and-relays/ - Anthropic and OpenAI agents went rogue — again Source: the-rundown-ai Topic: AI (+AI Tools) URL: https://www.therundown.ai/articles/anthropic-and-openai-agents-went-rogue-again - Angola's Largest Telco Breached Hours Before IPO Source: darkreading Topic: DevSec URL: https://www.darkreading.com/cyberattacks-data-breaches/angolas-largest-telco-breached-hours-before-ipo - ZecTrix Note 4 – A 4.2-inch ESP32-S3 wireless e-paper display for voice tasks Source: cnx-software Topic: Hardware URL: https://www.cnx-software.com/2026/08/05/zectrix-note-4-a-4-2-inch-esp32-s3-wireless-e-paper-display-for-voice-tasks/ - Continuous Offensive Security & AI Pentesting: 20 FAQs Source: snyk-blog Topic: DevSec URL: https://snyk.io/blog/continuous-offensive-security-ai-pentesting-20-faqs/ - Proxelar 0.5.0: sessions, rules, and more ways to capture traffic Source: this-week-in-rust Topic: Rust URL: https://micheletti.io/proxelar-050/ - Why modern font metrics cannot reproduce Word pagination Source: this-week-in-rust Topic: Rust URL: https://oxi-dd65f4.gitlab.io/articles/word-pagination-gdi-rounding.html - An old-new take on argument parsing in Rust Source: this-week-in-rust Topic: Rust URL: https://jmmv.dev/2026/07/hello-getoptsargs.html - The Bedrock of Software Design | Alex Fedoseev Source: this-week-in-rust Topic: Rust URL: https://alex.draftist.io/blog/the-bedrock-of-software-design-ycqvcedsj - Work-Stealing vs. Executor-Per-Thread: Evaluating different HTTP server workloads with Tokio, Smol and Glommio Source: this-week-in-rust Topic: Rust URL: https://c410-f3r.github.io/thoughts/work-stealing-vs-executor-per-thread-evaluating-different-http-server-workloads-with-tokio-smol-and-glommio/ - The State of RSigma, and Part Two: The Loop Source: this-week-in-rust Topic: Rust URL: https://mostafa.dev/the-state-of-rsigma-7ba0a99020d9 - Blinking an LED on STM32 Blue Pill (STM32F103C8T6) with Embedded Rust Source: this-week-in-rust Topic: Rust URL: https://blog.implrust.com/posts/2026/08/blinky-with-stm32f103c8t6-embedded-rust/ - Rust MEMS drivers: 3 reasons to try and adopt our new sensor driver Source: this-week-in-rust Topic: Rust URL: https://blog.st.com/rust-mems-drivers/ - How Firecracker microVMs work under the hood to sandbox untrusted code and AI agents Source: this-week-in-rust Topic: Rust URL: https://kerkour.com/firecracker-sandboxing-rust - mvis v0.5.0: CI/CD Profiling & Allocation Histograms Source: this-week-in-rust Topic: Rust URL: https://dev.to/sicklefire/mvis-v050-new-release-5997 - The Embedded Rustacean Issue #77 Source: this-week-in-rust Topic: Rust URL: https://www.theembeddedrustacean.com/p/the-embedded-rustacean-issue-77 - Stateless Servers, Stateful Payloads: Sessions vs Continuations, Measured in Rust Source: this-week-in-rust Topic: Rust URL: https://dmitrii.app/stateless-servers-stateful-payloads-sessions-vs-continuations-measured-in-rust/ - Kevat 0.4.0 — fast, resumable copy and move to external drives, now with a GUI on all three platforms Source: this-week-in-rust Topic: Rust URL: https://kevat.app/ - Rewriting FalkorDB in Rust: Make It Work, Make It Stable Source: this-week-in-rust Topic: Rust URL: https://www.falkordb.com/blog/rewriting-falkordb-in-rust/ - Rust in Production S06 E09: JetBrains with Orhun Parmaksız Source: this-week-in-rust Topic: Rust URL: https://corrode.dev/podcast/s06e09-jetbrains/ - Faster floating point math with Rust’s new API Source: this-week-in-rust Topic: Rust URL: https://pythonspeed.com/articles/faster-float-math-rust/ - Branchless Rust: Making a Filter 4x Faster by Removing an if Source: this-week-in-rust Topic: Rust URL: https://www.greyblake.com/blog/branchless-rust/ - kobe 101: lease a Kubernetes cluster, don't create one Source: this-week-in-rust Topic: Rust URL: https://kunobi.ninja/blog/kobe-101-leasing-kubernetes-clusters - Three bugs my AI agents couldn't fix Source: this-week-in-rust Topic: Rust URL: https://dev.to/fabperso/three-bugs-my-ai-agents-couldnt-fix-13bn - Rust in the age of Generative AI with Niko, Allen & Zeeshan Source: this-week-in-rust Topic: Rust URL: https://www.youtube.com/watch?v=2937MGszrak - Auto-correcting wrong-layout typing on Wayland is nearly impossible. We did it anyway Source: this-week-in-rust Topic: Rust URL: https://poltertype.com/blog/wrong-layout-typing-on-wayland/ - This Week in Rust 663 Source: this-week-in-rust Topic: Rust URL: https://this-week-in-rust.org/blog/2026/08/05/this-week-in-rust-663/ - Tail-Call Interpreters in Rust Source: this-week-in-rust Topic: Rust URL: https://lordgoati.us/blog/tail-call/ - CtrlVibe AI Console keypad – An OpenAI Codex Micro alternative for AI workflows (Crowdfunding) Source: cnx-software Topic: Hardware URL: https://www.cnx-software.com/2026/08/05/ctrlvibe-ai-console-keypad-an-openai-codex-micro-alternative-for-ai-workflows/ - Core Dispatch #9 Source: core-dispatch Topic: Python URL: https://coredispatch.xyz/editions/9 - The new CSS feature devs love most but can't rely on yet Source: frontend-focus Topic: Web URL: https://frontendfoc.us/issues/753 - What if Claude were your Postgres server? Source: postgres-weekly Topic: PostgreSQL URL: https://postgresweekly.com/issues/660 - rust-lang/rust is adopting an LLM policy Source: this-week-in-rust Topic: Rust (+AI) URL: https://blog.rust-lang.org/inside-rust/2026/08/05/rust-langrust-is-adopting-an-llm-policy/ - Siri AI 📱, SpaceX internet 🛰️, AI code review 👨‍💻 Source: tldr-tech Topic: General URL: https://tldr.tech/tech/2026-08-05 ## Community - Introducing Muse Code and Muse Spark 1.2 Source: simon-willison Topic: Python (+AI, Django) URL: https://simonwillison.net/2026/Aug/5/muse-code-and-muse-spark-12/ - Third-party cyber evaluations involving OpenAI models Source: simon-willison Topic: Python (+AI, Django) URL: https://simonwillison.net/2026/Aug/5/third-party-cyber-evaluations/ - Incident Report: unsanctioned agent behaviour during cyber testing Source: simon-willison Topic: Python (+AI, Django) URL: https://simonwillison.net/2026/Aug/5/incident-report/ - One-shotting a Raccoon Heist game using Claude Fable 5 Source: simon-willison Topic: Python (+AI, Django) URL: https://simonwillison.net/2026/Aug/5/raccoon-heist/ - A 5.4 kB AWS Bedrock AgentCore Agent in Vanilla Java Source: adam-bien Topic: Java URL: https://adambien.blog/roller/abien/entry/a_5_4_kb_aws_bedrock_agentcore_agent_in_vanilla_java - Announcing RetroVault Source: kenneth-reitz Topic: Python URL: https://kennethreitz.org/essays/2026-08-05-announcing_retrovault - Radim Marek: The DISTINCT in your COUNT Source: planet-postgresql Topic: PostgreSQL URL: https://postgr.es/p/9rw - Add a threading.run convenience function Source: discuss-python-ideas Topic: Python URL: https://discuss.python.org/t/add-a-threading-run-convenience-function/108430 - Christophe Pettus: Ontogeny Recapitulates the Relcache Source: planet-postgresql Topic: PostgreSQL URL: https://postgr.es/p/9rq - Avi Vallarapu: Tuning PostgreSQL HOT Updates - A HammerDB Benchmark Source: planet-postgresql Topic: PostgreSQL URL: https://postgr.es/p/9ro - Christophe Pettus: All Your GUCs in a Row: idle_session_timeout Source: planet-postgresql Topic: PostgreSQL URL: https://postgr.es/p/9rn ## Media - Google Accelerator Alumni: Trakto Source: youtube-googlecloud Topic: AWS (+Cloud, General) URL: https://www.youtube.com/watch?v=hjSBuOp4gDQ - The safest way to store Bitcoin was just hacked... Source: youtube-fireship Topic: Web (+General, JavaScript) URL: https://www.youtube.com/watch?v=2X2V3xv_jik - How a GitHub lawyer uses Copilot CLI to verify AI outputs Source: youtube-github Topic: Open Source (+General) URL: https://www.youtube.com/watch?v=-32wLbC973w