practice Archives

Tech Optimizer

October 11, 2026

A practical guide to cost optimization with Lakebase Postgres

Lakebase is a fully managed Postgres database designed for modern application development, featuring an architecture that separates storage and compute with a serverless compute layer. This design allows for cost efficiencies through various mechanisms: 1. **Branching**: Developers can create isolated environments for development, testing, or experimentation without duplicating storage costs, as branches share the same underlying storage. 2. **Autoscaling**: Lakebase adjusts compute resources based on activity levels, allowing users to pay only for the compute they use. It can scale down during low activity and can be suspended entirely after inactivity, reducing costs to zero. 3. **Read Replicas and High Availability**: The separation of storage and compute allows for adding read replicas and high availability without incurring additional storage costs, as these instances utilize the same storage layer. 4. **Synced Tables**: Integration with the Databricks Intelligence Platform enables efficient data syncing, allowing users to sync only the necessary working set of data, which helps avoid unnecessary storage and sync costs. 5. **Sync Modes**: There are three sync modes (Snapshot, Triggered, Continuous) for transferring data from the Lakehouse to Lakebase, each with different cost implications based on data freshness requirements. 6. **Right-sizing Compute**: Users can set the initial compute range during project provisioning to avoid over-provisioning and unnecessary costs. 7. **Monitoring and Metrics**: The Lakebase Metrics dashboard provides insights into working set size and cache utilization, helping users optimize their compute sizing and performance. 8. **Point-in-Time Restore (PITR) and Snapshots**: PITR maintains history for recovery within a configurable window, while snapshots offer discrete recovery points. Both are priced lower than standard storage, making them cost-effective options for data recovery. Lakebase costs are categorized into compute, storage, and serverless pipeline compute for syncing data. Compute is measured by CU usage, while storage includes branch storage, PITR history, and snapshot storage, all tracked separately. Users can access detailed usage and cost information through system billing tables.

Tech Optimizer

October 10, 2026

We Got a $240,000 Estimate for Agent API Access. Our Agent Suggested a $5 Postgres Instance.

The operational landscape at SaaStr has changed significantly with the integration of AI, particularly with the AI VP of Revenue, 10K, which manages most outbound, inbound, and revenue operations and executes 35,000 to 40,000 API calls daily. Salesforce, Atlassian, and HubSpot are now charging for agent access, with estimates suggesting that maintaining 10K could cost around 0,000 annually. 10K has proposed mirroring the system of record into a Postgres database to reduce API call costs. Previous limitations with Marketo restricted API access to 10 or 20 minutes daily, prompting a migration away from it. The cloud index has risen by 18%, while vendors relying solely on per-seat sales are struggling. Data shows that 49.7% of executives changed jobs in the last 16 months, with 63% of CMOs doing the same. Additionally, more than 75% of AI-native attendees at SaaStr events had never attended before. 10K is now tracking its own API calls and reducing unnecessary ones, while a Postgres mirror is being considered for vendors with high agent pricing. Muse is being tested for ad capabilities against Claude and Replit.

Winsage

October 9, 2026

Microsoft: Outdated Windows devices will stop receiving security updates

Microsoft will stop providing security updates for devices running unsupported versions of Windows after the Windows Update certificate rotation in May and June 2027, specifically on May 17, 2027, and June 19, 2027. Users and administrators are advised to upgrade to a supported version of Windows before these dates to maintain system integrity. Replacement certificates have already been issued for supported versions, requiring no action for those systems. Specific upgrade guidance includes: - Windows 11, version 25H2 and later: No action required. - Windows 11, version 24H2 and Windows Server 2025: Install the September 2025 security update or later before June 19, 2027. - Other supported versions of Windows 11, Windows Server 2022, and Windows 10: Install the July 2026 security update or later before June 19, 2027. - Windows 10 Enterprise 2019 LTSC, Windows Server 2019, and Windows Server 2016: Install the July 2026 security update or later before May 17, 2027. - Other Windows versions: Upgrade to a supported version of Windows client or Windows Server. IT administrators should evaluate their networks for unsupported Windows versions and ensure monthly updates are applied to supported devices. The directive does not apply to devices receiving updates through Windows Server Update Services (WSUS). Microsoft also announced the rollout of Windows 11, version 26H2, as an enablement package for eligible systems.

BetaBeacon

October 9, 2026

Best 6 Android Games for Fans of Classic Table Games

- Online casinos with lower deposit limits allow players to try out games without committing a large sum of money. - Balatro is a solo card game that involves changing rules and strategy. - 7 Wonders is a strategy game where players must plan their moves and predict their opponents' actions. - MONOPOLY by Marmalade Game Studio allows for property trading and rent collection in a digital format. - Chess - Play and Learn is a digital version of the classic game with a puzzle section for practice. - UNO! Mobile offers events and rule variations for a quicker version of the classic card game.

AppWizard

October 7, 2026

Someone Used AI to Make Minecraft Playable Inside Twitter With Working Multiplayer, and Immediately Sold Sponsorships via Crypto

Minecraft is now playable within posts on X (formerly Twitter) through a project called "Tweetcraft," developed by user jaivin using AI technology. Tweetcraft allows users to create a shared Minecraft world and post a link for others to join in real-time multiplayer sessions. Jaivin has also introduced in-game sponsorship opportunities, enabling players to purchase ad placements with cryptocurrency. The project operates without official authorization from Mojang or Microsoft, and jaivin claims it uses none of Minecraft's assets. The launch post has garnered over 7.4 million views, raising potential legal concerns. The community's response includes both enthusiasm and apprehension regarding possible legal challenges. Additionally, October has seen the emergence of browser-based versions of other popular games, highlighting the rapid innovation in AI-generated gaming content.

AppWizard

October 6, 2026

Google accused of overcharging 20 mil consumers in UK class action

On October 6, Google faced a legal challenge for allegedly imposing excessive charges on Android app developers for over a decade, inflating prices on the Play Store and affecting approximately 20 million customers in the UK. The case, initiated at the Competition Appeal Tribunal in London, claims Google's 30% commission on digital purchases violates competition law, with potential payouts of £1.2 billion for consumers affected since 2015. Lawyers argue that Google has exploited its market dominance to impose unfair prices, while Google denies any anti-competitive behavior. The scrutiny of app stores has increased globally, with both Google and Apple facing regulatory challenges, including fines imposed on Apple by the EU and a €430 million fine on Google for restricting app developers. The current case follows a ruling that Apple abused its dominant position, indicating potential changes in app store regulations.

AppWizard

October 6, 2026

I am cavorting with a gazelle’s grace in Grand Theft Auto 5

A modder is experimenting with Grand Theft Auto 5, aiming to enhance it towards a PC version of GTA 6 or to deconstruct it. One notable creation is the Back Flip Mod, which allows characters to perform backflips using the page down key. While successful flips lead to amusing self-satisfaction, there is a risk of failure, resulting in a ragdoll effect when characters attempt the maneuver. This unpredictability adds humor to the modding experience and keeps the community engaged.

AppWizard

October 4, 2026

One of the most popular Total War: Warhammer 3 mods was ‘deliberately corrupted’ by its creator to sabotage AI-made copies

The Lords of the End Times expansion for Total War: Warhammer 3 has made the SFO Grimhammer 3 mod incompatible with the latest game version, prompting the creators to work on a fix. Some individuals have been reworking the original mod using AI coding and reuploading it, leading to frustration within the modding community. The creator of SFO Grimhammer 3 has corrupted the mod to prevent unauthorized uploads and has threatened to make it private if the situation escalates. They have stated their opposition to the appropriation of their work for AI purposes and emphasized that their mods will remain free. A functional version of SFO: Grimhammer III for game version 8.1.1 has been restored on Steam in response to community feedback. The creator hopes to raise awareness about the issues caused by AI-generated modifications and advocates for AI to be a supportive tool rather than a replacement for individual creativity in modding.

AppWizard

October 1, 2026

Google’s new Android sideloading rules are live — and here are all the ways to already bypass them

Google has implemented new developer verification rules for Android sideloading, affecting users in Brazil, Indonesia, Singapore, and Thailand. Apps from unverified developers are automatically blocked on certified Android devices with Google Play Services. This change is part of a global rollout expected in 2027. Users can still install apps from recognized app stores like Google Play Store, HONOR App Market, and others, but third-party developers not registered with Google’s Android Developer Verification Program face restrictions. To circumvent these restrictions, users can: 1. Rely on established app stores. 2. Use Google’s Advanced Flow, which involves enabling Developer Options, confirming choices, and waiting a mandatory 24-hour period before installation. 3. Utilize ADB for installation without waiting periods. 4. Use Shizuku for on-device wireless debugging. 5. Root their devices to bypass restrictions entirely. Apps installed before the new rules will remain functional but cannot be updated without following the new procedures. Developer Options do not need to remain enabled after completing the Advanced Flow. If the process is not completed after the waiting period, users must restart it. Uninstalling the Android Developer Verifier app while using Shizuku may not affect the waiting period. Users in regions not yet impacted by these changes do not need to take immediate action.

AppWizard

September 30, 2026

Google Play may soon let you build and customize game playlists

Google Play Store version 53.3.21-34 may introduce a feature allowing users to create custom game playlists, where they can add at least three games to a collection, personalize it with a title, description, and color. The playlists could facilitate themed collections and include options for adding games, searching the library, and managing existing playlists. Users will have editing capabilities to modify their playlists after creation, including removing games or deleting entire playlists.