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Wednesday, July 23, 2025
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  • AI
    Artificial Intelligence

    Benefits of Using LiteLLM for Your LLM Apps

    Artificial Intelligence

    5 Fun Generative AI Projects for Absolute Beginners

    Artificial Intelligence

    Vibe Coding Something Useful with Repl.it

    Artificial Intelligence

    Use generative AI in Amazon Bedrock for enhanced recommendation generation in equipment…

    Artificial Intelligence

    The Lifecycle of Feature Engineering: From Raw Data to Model-Ready Inputs

    Artificial Intelligence

    Building End-to-End Data Pipelines: From Data Ingestion to Analysis

    Artificial Intelligence

    How Rapid7 automates vulnerability risk scores with ML pipelines using Amazon SageMaker AI

    Artificial Intelligence

    Build a conversational data assistant, Part 2 – Embedding generative business intelligence with Amazon Q in QuickSight

    Artificial Intelligence

    Enabling Differentially Private Federated Learning for Speech Recognition: Benchmarks, Adaptive Optimizers, and Gradient Clipping

  • Apple
    iPhone 17 Pro display rumor could be a great differentiator in lineup

    iPhone 17 Pro display rumor could be a great differentiator in lineup

    CarPlay and AirPods work better than ever together in iOS 26, here’s how

    CarPlay and AirPods work better than ever together in iOS 26, here’s how

    Kuxiu K1 15W 3-in-1 MagSafe Power Bank review: Compact, versatile portable iPhone, Watch, AirPods charger

    Kuxiu K1 15W 3-in-1 MagSafe Power Bank review: Compact, versatile portable iPhone, Watch, AirPods charger

    9to5Mac Daily: July 23, 2025 – AppleCare One, iOS 26 beta 4 changes

    Odd iOS 26 phrasing hints at new HomePod with screen

    Odd iOS 26 phrasing hints at new HomePod with screen

    AppleCare One offers single plan for all your devices

    AppleCare One offers single plan for all your devices

    watchOS 26 beta 4 now available for Apple Watch

    watchOS 26 beta 4 now available for Apple Watch

    Apple releases developer beta 4 for visionOS 26

    Apple releases developer beta 4 for visionOS 26

    Apple releases macOS Tahoe 26 developer beta 4

    Apple releases macOS Tahoe 26 developer beta 4

  • ComputerWorld
    Kandji helps secure Apple enterprise with Vulnerability Response

    Kandji helps secure Apple enterprise with Vulnerability Response

    Alibaba rolls out new AI coding model Qwen3-Coder, says it’s their most powerful

    Alibaba rolls out new AI coding model Qwen3-Coder, says it’s their most powerful

    Microsoft will stop using Chinese workers on US DoD systems

    Microsoft will stop using Chinese workers on US DoD systems

    The first traces of GPT-5 have appeared

    The first traces of GPT-5 have appeared

    Microsoft SharePoint zero-day breach hits on-prem servers

    Microsoft SharePoint zero-day breach hits on-prem servers

    MSRT vs. MSERT: Using Microsoft native malware handlers

    MSRT vs. MSERT: Using Microsoft native malware handlers

    The security risks of implementing AI

    The security risks of implementing AI

    Why empathy and collaboration are the keys to cyber success

    Why empathy and collaboration are the keys to cyber success

    Under CISPE pressure, Microsoft opens the door to fairer cloud competition in Europe

    Under CISPE pressure, Microsoft opens the door to fairer cloud competition in Europe

  • Gaming
    Some gamers are angry that Battlefield 6 is likely going to require Secure Boot but most shouldn’t have any issues at all

    Some gamers are angry that Battlefield 6 is likely going to require Secure Boot but most shouldn’t have any issues at all

    My first time playing Gungrave G.O.R.E Xbox one

    My first time playing Gungrave G.O.R.E Xbox one

    How Global Brands Are Scaling Personalized Advertising With AI and 3D Content Generation

    How Global Brands Are Scaling Personalized Advertising With AI and 3D Content Generation

    Mario Kart World Direct 4.17.2025

    Mario Kart World Direct 4.17.2025

    REDRAGON S101 GAMING KEYBOARD

    Maingear’s Retro95 combines ’90s-era PC design with modern specs

    Assassin’s Creed Odyssey: Post Launch & Season Pass Trailer | Ubisoft [NA]

    Assassin’s Creed Odyssey: Post Launch & Season Pass Trailer | Ubisoft [NA]

    Enrique Zuniga Jr. Reacts to: “The Super Mario Bros. Movie | Official Teaser Trailer”

    Enrique Zuniga Jr. Reacts to: “The Super Mario Bros. Movie | Official Teaser Trailer”

    Hogwarts Legacy Review – Everything We Dreamed Of?

    Hogwarts Legacy Review – Everything We Dreamed Of?

    Epic Vault Games Clues Week FOUR!

    Epic Vault Games Clues Week FOUR!

  • Retro Rewind
    Retro Rewind: Electronic Games April 1995

    Retro Rewind: Electronic Games April 1995

    Retro Rewind: Electronic Gaming Monthly Magazine Number 55 February 1994

    Retro Rewind: Electronic Gaming Monthly Magazine Number 57 April 1994

    Retro Rewind: Blast from the Past – 35 Iconic Commercials of 1988!

    Retro Rewind: Blast from the Past – 35 Iconic Commercials of 1988!

    Retro Rewind: PC World Magazine August 1998

    Retro Rewind: PC World Magazine August 1998

    Retro Rewind: Computer Shopper Magazine September 1997

    Retro Rewind: Computer Shopper Magazine September 1997

    Retro Rewind: PC Magazine December 2015

    Retro Rewind: PC Magazine December 2015

    Retro Rewind: EDGE Magazine RETRO #1: The Guide to Classic Videogame Playing and Collecting

    Retro Rewind: EDGE Magazine RETRO #1: The Guide to Classic Videogame Playing and Collecting

    Retro Rewind: Computer Gaming World Magazine Issue 73 December 1998

    Retro Rewind: Computer Gaming World Magazine Issue 73 December 1998

    Retro Rewind: Electronic Gaming Monthly Magazine Number 55 February 1994

    Retro Rewind: Electronic Gaming Monthly Magazine Number 55 February 1994

  • Tech Art
    The Strange Freedom Of Knowing Nothing

    The Strange Freedom Of Knowing Nothing

    Super Easy UMBRELLA For Beginners | Drawing An open Sunshade | Fine Arts Tips #43 #umbrella

    Super Easy UMBRELLA For Beginners | Drawing An open Sunshade | Fine Arts Tips #43 #umbrella

    Flip Floppy Interactive ONE PAGE Budget WONDER or Use Paper Scraps PAPER CRAFTS

    Flip Floppy Interactive ONE PAGE Budget WONDER or Use Paper Scraps PAPER CRAFTS

    Grace Bromley "Show Me What I Don’t Know" @ Megan Mulrooney, Los Angeles

    Grace Bromley "Show Me What I Don’t Know" @ Megan Mulrooney, Los Angeles

    Billelis Daily Sculpt Timelapse – I don't know what i'm doing – Episode 1

    Billelis Daily Sculpt Timelapse – I don't know what i'm doing – Episode 1

    Paco Pomet Calls It with "That's All Folks"

    Paco Pomet Calls It with "That's All Folks"

    COMO DIBUJAR A NAMI de ONE PIECE en PIXEL ART paso a paso – PIXELADOS

    COMO DIBUJAR A NAMI de ONE PIECE en PIXEL ART paso a paso – PIXELADOS

    Discussing Tao of NFTs with Nitant Hirlekar | Generative Artist Nitant in discussion with Ruchi

    Discussing Tao of NFTs with Nitant Hirlekar | Generative Artist Nitant in discussion with Ruchi

    I Tried PIXEL Compilation 4 AI Art for 30 Days Here's What Happened

    I Tried PIXEL Compilation 4 AI Art for 30 Days Here's What Happened

  • Tech Deals
    PNY RP60 2TB Portable SSD – Up to 2000MB/s, USB-C, USB 3.2 Gen2x2 – Rugged, IP65 Rated,…

    PNY RP60 2TB Portable SSD – Up to 2000MB/s, USB-C, USB 3.2 Gen2x2 – Rugged, IP65 Rated,…

    Lexar Diamond Series Professional 512GB CFexpress Type-B Memory Card

    Lexar Diamond Series Professional 512GB CFexpress Type-B Memory Card

    Kingston Workflow Station with SD Reader | Customizable USB 3.2 Gen 2 Dock | Support up…

    Kingston Workflow Station with SD Reader | Customizable USB 3.2 Gen 2 Dock | Support up…

    KingSpec XG7000 2TB NVMe SSD PCIe 4.0-7400MB/s Read Speed, 3D TLC NAND M.2 2280 Internal…

    KingSpec XG7000 2TB NVMe SSD PCIe 4.0-7400MB/s Read Speed, 3D TLC NAND M.2 2280 Internal…

    HP Elite Mini 800 G9 MFF PC Business Desktop Computer, 14th Gen Intel 14-Core i5-14500…

    HP Elite Mini 800 G9 MFF PC Business Desktop Computer, 14th Gen Intel 14-Core i5-14500…

    Dell OptiPlex 7020 MFF 7000 Micro Form Factor Mini Business Desktop Computer, 14th Gen…

    Dell OptiPlex 7020 MFF 7000 Micro Form Factor Mini Business Desktop Computer, 14th Gen…

    Crucial T705 2TB PCIe Gen5 NVMe M.2 SSD – Up to 14,500 MB/s – Game Ready – Internal…

    Crucial T705 2TB PCIe Gen5 NVMe M.2 SSD – Up to 14,500 MB/s – Game Ready – Internal…

    MINISFORUM NAB9 Plus Mini PC Intel Core i9-12900HK(14C/20T), 32GB RAM 1TB SSD,…

    MINISFORUM NAB9 Plus Mini PC Intel Core i9-12900HK(14C/20T), 32GB RAM 1TB SSD,…

    Canon IVY ZINK 2″ x 3″ Photo Sticker Paper 50 sheets Pack

    Canon IVY ZINK 2″ x 3″ Photo Sticker Paper 50 sheets Pack

  • Techs Got To Eat
    Bacon & Spinach Mug Quiche: 3-Minute Gourmet Breakfast

    Bacon & Spinach Mug Quiche: 3-Minute Gourmet Breakfast

    Cheesy Broccoli Rice Mug: 5-Minute Super Comfort Food

    Cheesy Broccoli Rice Mug: 5-Minute Super Comfort Food

    Top 10 Vegetarian Recipes for 2025: Easy and Nutritious Meals for Busy People

    Top 10 Vegetarian Recipes for 2025: Easy and Nutritious Meals for Busy People

    Bacon Mug Lasagna: 5-Minute Microwave Meat Lover’s Dream

    Bacon Mug Lasagna: 5-Minute Microwave Meat Lover’s Dream

    Bacon Fried Rice Mug: 5-Minute Microwave Meal

    Bacon Fried Rice Mug: 5-Minute Microwave Meal

    Bacon & Cheddar Mug Biscuit: 2-Minute Savory Comfort

    Bacon & Cheddar Mug Biscuit: 2-Minute Savory Comfort

    Loaded Bacon Cheesy Potato Mug: 5-Minute Comfort Food

    Loaded Bacon Cheesy Potato Mug: 5-Minute Comfort Food

    Peanut Butter Banana Mug Muffin: 5-Minute Protein Snack

    Peanut Butter Banana Mug Muffin: 5-Minute Protein Snack

    Oreo Mug Cake: 2-Minute Cookie & Cake Combo!

    Oreo Mug Cake: 2-Minute Cookie & Cake Combo!

  • Tesla
    Spigen Bespoke All-in-One Cable Organizer Wall Mount Designed for All Tesla Mobile…

    Spigen Bespoke All-in-One Cable Organizer Wall Mount Designed for All Tesla Mobile…

    Portable Car GPS Mount, 17.2mm Ball Adapter CD Slot for Phone Holder, Magnetic Mount,…

    Portable Car GPS Mount, 17.2mm Ball Adapter CD Slot for Phone Holder, Magnetic Mount,…

    ZKFAR 2 PCS Metal Cigarette Dust Cover, Dust-proof, Car Decoration Accessories, Aluminum…

    ZKFAR 2 PCS Metal Cigarette Dust Cover, Dust-proof, Car Decoration Accessories, Aluminum…

    Car Windshield Cleaning Tool, Microfiber Auto Window Cleaner Set with 2 Washable &…

    Car Windshield Cleaning Tool, Microfiber Auto Window Cleaner Set with 2 Washable &…

    BestEvMod Center Console Armrest Pad Cover Compatible with Tesla Cybertruck 2023 2024…

    BestEvMod Center Console Armrest Pad Cover Compatible with Tesla Cybertruck 2023 2024…

    3 PCS Car Alloy + Non-Slip Rubber Strip Manual Gear Pedal Kit, 5.7″ x 3.1″ + 3.5″ x 2.6″…

    3 PCS Car Alloy + Non-Slip Rubber Strip Manual Gear Pedal Kit, 5.7″ x 3.1″ + 3.5″ x 2.6″…

    1 PC Car Safety Seat Cushion, Oxford Cloth Portable Anti-Slip Wear-Resistant Protective…

    1 PC Car Safety Seat Cushion, Oxford Cloth Portable Anti-Slip Wear-Resistant Protective…

    Tesla (TSLA) sales continue to slide in California

    Tesla (TSLA) sales are down 21% in biggest US EV market, dragging whole market down

    for Model Y 3 Central Console Film Kit Matte Panel Stickers for Interior Modification…

    for Model Y 3 Central Console Film Kit Matte Panel Stickers for Interior Modification…

  • UFO
    UFOs Over California: A True History of Extraterrestrial Encounters in the Golden State

    UFOs Over California: A True History of Extraterrestrial Encounters in the Golden State

    E.T. The Extra-Terrestrial – 40th Anniversary Edition Blu-ray + DVD

    E.T. The Extra-Terrestrial – 40th Anniversary Edition Blu-ray + DVD

    E.T. the Extra-Terrestrial: Ltd Steelbook [Blu-ray]

    E.T. the Extra-Terrestrial: Ltd Steelbook [Blu-ray]

    Kollea Galaxy Blue Spaceship Whiskey Decanter Sets for Men, Spacecraft Limited Edition, 2 Funny Shot Glasses, Gift Ideas, Cool Liquor Dispenser for Home Bar, Fathers Day Birthday Gifts for Men Dad Him

    Kollea Galaxy Blue Spaceship Whiskey Decanter Sets for Men, Spacecraft Limited Edition, 2 Funny Shot Glasses, Gift Ideas, Cool Liquor Dispenser for Home Bar, Fathers Day Birthday Gifts for Men Dad Him

    Alien Soldiers Laugh at Human Myths Until Their War Hero Tells the Truth | Best HFY Stories | HFY

    Alien Soldiers Laugh at Human Myths Until Their War Hero Tells the Truth | Best HFY Stories | HFY

    Alien Gifts Decor Beware Of Aliens Decorative For Outdoor Indoor Metal Tin Sign Alien Party Decorations Wall Art Poster Ufo Gifts For Men 8×12 Inch

    Alien Gifts Decor Beware Of Aliens Decorative For Outdoor Indoor Metal Tin Sign Alien Party Decorations Wall Art Poster Ufo Gifts For Men 8×12 Inch

    Shamans of the Amazon 3 DVD Special Edition

    Shamans of the Amazon 3 DVD Special Edition

    Whats Going On With The Aliens?! #Shorts #Aliens #UFO #Alien #Extraterrestrial #New #Trending #News

    Whats Going On With The Aliens?! #Shorts #Aliens #UFO #Alien #Extraterrestrial #New #Trending #News

    We are Ants.: Alien Minions, Earth Safari and the Cosmic Joke.

    We are Ants.: Alien Minions, Earth Safari and the Cosmic Joke.

  • AI
    Artificial Intelligence

    Benefits of Using LiteLLM for Your LLM Apps

    Artificial Intelligence

    5 Fun Generative AI Projects for Absolute Beginners

    Artificial Intelligence

    Vibe Coding Something Useful with Repl.it

    Artificial Intelligence

    Use generative AI in Amazon Bedrock for enhanced recommendation generation in equipment…

    Artificial Intelligence

    The Lifecycle of Feature Engineering: From Raw Data to Model-Ready Inputs

    Artificial Intelligence

    Building End-to-End Data Pipelines: From Data Ingestion to Analysis

    Artificial Intelligence

    How Rapid7 automates vulnerability risk scores with ML pipelines using Amazon SageMaker AI

    Artificial Intelligence

    Build a conversational data assistant, Part 2 – Embedding generative business intelligence with Amazon Q in QuickSight

    Artificial Intelligence

    Enabling Differentially Private Federated Learning for Speech Recognition: Benchmarks, Adaptive Optimizers, and Gradient Clipping

  • Apple
    iPhone 17 Pro display rumor could be a great differentiator in lineup

    iPhone 17 Pro display rumor could be a great differentiator in lineup

    CarPlay and AirPods work better than ever together in iOS 26, here’s how

    CarPlay and AirPods work better than ever together in iOS 26, here’s how

    Kuxiu K1 15W 3-in-1 MagSafe Power Bank review: Compact, versatile portable iPhone, Watch, AirPods charger

    Kuxiu K1 15W 3-in-1 MagSafe Power Bank review: Compact, versatile portable iPhone, Watch, AirPods charger

    9to5Mac Daily: July 23, 2025 – AppleCare One, iOS 26 beta 4 changes

    Odd iOS 26 phrasing hints at new HomePod with screen

    Odd iOS 26 phrasing hints at new HomePod with screen

    AppleCare One offers single plan for all your devices

    AppleCare One offers single plan for all your devices

    watchOS 26 beta 4 now available for Apple Watch

    watchOS 26 beta 4 now available for Apple Watch

    Apple releases developer beta 4 for visionOS 26

    Apple releases developer beta 4 for visionOS 26

    Apple releases macOS Tahoe 26 developer beta 4

    Apple releases macOS Tahoe 26 developer beta 4

  • ComputerWorld
    Kandji helps secure Apple enterprise with Vulnerability Response

    Kandji helps secure Apple enterprise with Vulnerability Response

    Alibaba rolls out new AI coding model Qwen3-Coder, says it’s their most powerful

    Alibaba rolls out new AI coding model Qwen3-Coder, says it’s their most powerful

    Microsoft will stop using Chinese workers on US DoD systems

    Microsoft will stop using Chinese workers on US DoD systems

    The first traces of GPT-5 have appeared

    The first traces of GPT-5 have appeared

    Microsoft SharePoint zero-day breach hits on-prem servers

    Microsoft SharePoint zero-day breach hits on-prem servers

    MSRT vs. MSERT: Using Microsoft native malware handlers

    MSRT vs. MSERT: Using Microsoft native malware handlers

    The security risks of implementing AI

    The security risks of implementing AI

    Why empathy and collaboration are the keys to cyber success

    Why empathy and collaboration are the keys to cyber success

    Under CISPE pressure, Microsoft opens the door to fairer cloud competition in Europe

    Under CISPE pressure, Microsoft opens the door to fairer cloud competition in Europe

  • Gaming
    Some gamers are angry that Battlefield 6 is likely going to require Secure Boot but most shouldn’t have any issues at all

    Some gamers are angry that Battlefield 6 is likely going to require Secure Boot but most shouldn’t have any issues at all

    My first time playing Gungrave G.O.R.E Xbox one

    My first time playing Gungrave G.O.R.E Xbox one

    How Global Brands Are Scaling Personalized Advertising With AI and 3D Content Generation

    How Global Brands Are Scaling Personalized Advertising With AI and 3D Content Generation

    Mario Kart World Direct 4.17.2025

    Mario Kart World Direct 4.17.2025

    REDRAGON S101 GAMING KEYBOARD

    Maingear’s Retro95 combines ’90s-era PC design with modern specs

    Assassin’s Creed Odyssey: Post Launch & Season Pass Trailer | Ubisoft [NA]

    Assassin’s Creed Odyssey: Post Launch & Season Pass Trailer | Ubisoft [NA]

    Enrique Zuniga Jr. Reacts to: “The Super Mario Bros. Movie | Official Teaser Trailer”

    Enrique Zuniga Jr. Reacts to: “The Super Mario Bros. Movie | Official Teaser Trailer”

    Hogwarts Legacy Review – Everything We Dreamed Of?

    Hogwarts Legacy Review – Everything We Dreamed Of?

    Epic Vault Games Clues Week FOUR!

    Epic Vault Games Clues Week FOUR!

  • Retro Rewind
    Retro Rewind: Electronic Games April 1995

    Retro Rewind: Electronic Games April 1995

    Retro Rewind: Electronic Gaming Monthly Magazine Number 55 February 1994

    Retro Rewind: Electronic Gaming Monthly Magazine Number 57 April 1994

    Retro Rewind: Blast from the Past – 35 Iconic Commercials of 1988!

    Retro Rewind: Blast from the Past – 35 Iconic Commercials of 1988!

    Retro Rewind: PC World Magazine August 1998

    Retro Rewind: PC World Magazine August 1998

    Retro Rewind: Computer Shopper Magazine September 1997

    Retro Rewind: Computer Shopper Magazine September 1997

    Retro Rewind: PC Magazine December 2015

    Retro Rewind: PC Magazine December 2015

    Retro Rewind: EDGE Magazine RETRO #1: The Guide to Classic Videogame Playing and Collecting

    Retro Rewind: EDGE Magazine RETRO #1: The Guide to Classic Videogame Playing and Collecting

    Retro Rewind: Computer Gaming World Magazine Issue 73 December 1998

    Retro Rewind: Computer Gaming World Magazine Issue 73 December 1998

    Retro Rewind: Electronic Gaming Monthly Magazine Number 55 February 1994

    Retro Rewind: Electronic Gaming Monthly Magazine Number 55 February 1994

  • Tech Art
    The Strange Freedom Of Knowing Nothing

    The Strange Freedom Of Knowing Nothing

    Super Easy UMBRELLA For Beginners | Drawing An open Sunshade | Fine Arts Tips #43 #umbrella

    Super Easy UMBRELLA For Beginners | Drawing An open Sunshade | Fine Arts Tips #43 #umbrella

    Flip Floppy Interactive ONE PAGE Budget WONDER or Use Paper Scraps PAPER CRAFTS

    Flip Floppy Interactive ONE PAGE Budget WONDER or Use Paper Scraps PAPER CRAFTS

    Grace Bromley "Show Me What I Don’t Know" @ Megan Mulrooney, Los Angeles

    Grace Bromley "Show Me What I Don’t Know" @ Megan Mulrooney, Los Angeles

    Billelis Daily Sculpt Timelapse – I don't know what i'm doing – Episode 1

    Billelis Daily Sculpt Timelapse – I don't know what i'm doing – Episode 1

    Paco Pomet Calls It with "That's All Folks"

    Paco Pomet Calls It with "That's All Folks"

    COMO DIBUJAR A NAMI de ONE PIECE en PIXEL ART paso a paso – PIXELADOS

    COMO DIBUJAR A NAMI de ONE PIECE en PIXEL ART paso a paso – PIXELADOS

    Discussing Tao of NFTs with Nitant Hirlekar | Generative Artist Nitant in discussion with Ruchi

    Discussing Tao of NFTs with Nitant Hirlekar | Generative Artist Nitant in discussion with Ruchi

    I Tried PIXEL Compilation 4 AI Art for 30 Days Here's What Happened

    I Tried PIXEL Compilation 4 AI Art for 30 Days Here's What Happened

  • Tech Deals
    PNY RP60 2TB Portable SSD – Up to 2000MB/s, USB-C, USB 3.2 Gen2x2 – Rugged, IP65 Rated,…

    PNY RP60 2TB Portable SSD – Up to 2000MB/s, USB-C, USB 3.2 Gen2x2 – Rugged, IP65 Rated,…

    Lexar Diamond Series Professional 512GB CFexpress Type-B Memory Card

    Lexar Diamond Series Professional 512GB CFexpress Type-B Memory Card

    Kingston Workflow Station with SD Reader | Customizable USB 3.2 Gen 2 Dock | Support up…

    Kingston Workflow Station with SD Reader | Customizable USB 3.2 Gen 2 Dock | Support up…

    KingSpec XG7000 2TB NVMe SSD PCIe 4.0-7400MB/s Read Speed, 3D TLC NAND M.2 2280 Internal…

    KingSpec XG7000 2TB NVMe SSD PCIe 4.0-7400MB/s Read Speed, 3D TLC NAND M.2 2280 Internal…

    HP Elite Mini 800 G9 MFF PC Business Desktop Computer, 14th Gen Intel 14-Core i5-14500…

    HP Elite Mini 800 G9 MFF PC Business Desktop Computer, 14th Gen Intel 14-Core i5-14500…

    Dell OptiPlex 7020 MFF 7000 Micro Form Factor Mini Business Desktop Computer, 14th Gen…

    Dell OptiPlex 7020 MFF 7000 Micro Form Factor Mini Business Desktop Computer, 14th Gen…

    Crucial T705 2TB PCIe Gen5 NVMe M.2 SSD – Up to 14,500 MB/s – Game Ready – Internal…

    Crucial T705 2TB PCIe Gen5 NVMe M.2 SSD – Up to 14,500 MB/s – Game Ready – Internal…

    MINISFORUM NAB9 Plus Mini PC Intel Core i9-12900HK(14C/20T), 32GB RAM 1TB SSD,…

    MINISFORUM NAB9 Plus Mini PC Intel Core i9-12900HK(14C/20T), 32GB RAM 1TB SSD,…

    Canon IVY ZINK 2″ x 3″ Photo Sticker Paper 50 sheets Pack

    Canon IVY ZINK 2″ x 3″ Photo Sticker Paper 50 sheets Pack

  • Techs Got To Eat
    Bacon & Spinach Mug Quiche: 3-Minute Gourmet Breakfast

    Bacon & Spinach Mug Quiche: 3-Minute Gourmet Breakfast

    Cheesy Broccoli Rice Mug: 5-Minute Super Comfort Food

    Cheesy Broccoli Rice Mug: 5-Minute Super Comfort Food

    Top 10 Vegetarian Recipes for 2025: Easy and Nutritious Meals for Busy People

    Top 10 Vegetarian Recipes for 2025: Easy and Nutritious Meals for Busy People

    Bacon Mug Lasagna: 5-Minute Microwave Meat Lover’s Dream

    Bacon Mug Lasagna: 5-Minute Microwave Meat Lover’s Dream

    Bacon Fried Rice Mug: 5-Minute Microwave Meal

    Bacon Fried Rice Mug: 5-Minute Microwave Meal

    Bacon & Cheddar Mug Biscuit: 2-Minute Savory Comfort

    Bacon & Cheddar Mug Biscuit: 2-Minute Savory Comfort

    Loaded Bacon Cheesy Potato Mug: 5-Minute Comfort Food

    Loaded Bacon Cheesy Potato Mug: 5-Minute Comfort Food

    Peanut Butter Banana Mug Muffin: 5-Minute Protein Snack

    Peanut Butter Banana Mug Muffin: 5-Minute Protein Snack

    Oreo Mug Cake: 2-Minute Cookie & Cake Combo!

    Oreo Mug Cake: 2-Minute Cookie & Cake Combo!

  • Tesla
    Spigen Bespoke All-in-One Cable Organizer Wall Mount Designed for All Tesla Mobile…

    Spigen Bespoke All-in-One Cable Organizer Wall Mount Designed for All Tesla Mobile…

    Portable Car GPS Mount, 17.2mm Ball Adapter CD Slot for Phone Holder, Magnetic Mount,…

    Portable Car GPS Mount, 17.2mm Ball Adapter CD Slot for Phone Holder, Magnetic Mount,…

    ZKFAR 2 PCS Metal Cigarette Dust Cover, Dust-proof, Car Decoration Accessories, Aluminum…

    ZKFAR 2 PCS Metal Cigarette Dust Cover, Dust-proof, Car Decoration Accessories, Aluminum…

    Car Windshield Cleaning Tool, Microfiber Auto Window Cleaner Set with 2 Washable &…

    Car Windshield Cleaning Tool, Microfiber Auto Window Cleaner Set with 2 Washable &…

    BestEvMod Center Console Armrest Pad Cover Compatible with Tesla Cybertruck 2023 2024…

    BestEvMod Center Console Armrest Pad Cover Compatible with Tesla Cybertruck 2023 2024…

    3 PCS Car Alloy + Non-Slip Rubber Strip Manual Gear Pedal Kit, 5.7″ x 3.1″ + 3.5″ x 2.6″…

    3 PCS Car Alloy + Non-Slip Rubber Strip Manual Gear Pedal Kit, 5.7″ x 3.1″ + 3.5″ x 2.6″…

    1 PC Car Safety Seat Cushion, Oxford Cloth Portable Anti-Slip Wear-Resistant Protective…

    1 PC Car Safety Seat Cushion, Oxford Cloth Portable Anti-Slip Wear-Resistant Protective…

    Tesla (TSLA) sales continue to slide in California

    Tesla (TSLA) sales are down 21% in biggest US EV market, dragging whole market down

    for Model Y 3 Central Console Film Kit Matte Panel Stickers for Interior Modification…

    for Model Y 3 Central Console Film Kit Matte Panel Stickers for Interior Modification…

  • UFO
    UFOs Over California: A True History of Extraterrestrial Encounters in the Golden State

    UFOs Over California: A True History of Extraterrestrial Encounters in the Golden State

    E.T. The Extra-Terrestrial – 40th Anniversary Edition Blu-ray + DVD

    E.T. The Extra-Terrestrial – 40th Anniversary Edition Blu-ray + DVD

    E.T. the Extra-Terrestrial: Ltd Steelbook [Blu-ray]

    E.T. the Extra-Terrestrial: Ltd Steelbook [Blu-ray]

    Kollea Galaxy Blue Spaceship Whiskey Decanter Sets for Men, Spacecraft Limited Edition, 2 Funny Shot Glasses, Gift Ideas, Cool Liquor Dispenser for Home Bar, Fathers Day Birthday Gifts for Men Dad Him

    Kollea Galaxy Blue Spaceship Whiskey Decanter Sets for Men, Spacecraft Limited Edition, 2 Funny Shot Glasses, Gift Ideas, Cool Liquor Dispenser for Home Bar, Fathers Day Birthday Gifts for Men Dad Him

    Alien Soldiers Laugh at Human Myths Until Their War Hero Tells the Truth | Best HFY Stories | HFY

    Alien Soldiers Laugh at Human Myths Until Their War Hero Tells the Truth | Best HFY Stories | HFY

    Alien Gifts Decor Beware Of Aliens Decorative For Outdoor Indoor Metal Tin Sign Alien Party Decorations Wall Art Poster Ufo Gifts For Men 8×12 Inch

    Alien Gifts Decor Beware Of Aliens Decorative For Outdoor Indoor Metal Tin Sign Alien Party Decorations Wall Art Poster Ufo Gifts For Men 8×12 Inch

    Shamans of the Amazon 3 DVD Special Edition

    Shamans of the Amazon 3 DVD Special Edition

    Whats Going On With The Aliens?! #Shorts #Aliens #UFO #Alien #Extraterrestrial #New #Trending #News

    Whats Going On With The Aliens?! #Shorts #Aliens #UFO #Alien #Extraterrestrial #New #Trending #News

    We are Ants.: Alien Minions, Earth Safari and the Cosmic Joke.

    We are Ants.: Alien Minions, Earth Safari and the Cosmic Joke.

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Home Hacker News

5 Common Mistakes When Running a Bug Bounty Program (and Solutions)

Hacker News by Hacker News
January 30, 2025
in Hacker News
Reading Time: 8 mins read
128
A A
0

Emma Whitford
2023-10-31 12:50:00
www.hackerone.com

1. Unprepared to Manage Incoming Vulnerability Reports

Naturally, the purpose of running a bug bounty program is to identify vulnerabilities beyond what your security team can find — and remediate them. However, when launching a bug bounty program, many security teams are unprepared for just how many vulnerabilities will be identified and struggle to work to address them. Without the right scoring systems in place, it can be very challenging for security teams to prioritize incoming vulnerability reports and remediate them in an organized way.

Solution: Organize and Prepare Your Activity and Scoring Platform

Security teams need an effective vulnerability activity and prioritization scoring platform to help manage the reports that come in from bug bounty hackers. HackerOne’s platform provides all the necessary insights, organization, scoring, and resources to empower security teams to effectively address vulnerabilities. 

For example, our Hacktivity platform includes a CVE (Common Vulnerabilities and Exposures) Discovery feature that offers customers insights into which CVEs are being actively reported by hackers. In addition, the platform utilizes both CVSS (Common Vulnerability Scoring System) and EPSS (Exploit Prediction Scoring System) scoring, empowering strategic prioritization based on comprehensive factors.

HackerOne Customer Success Managers (CSMs) also work closely with organizations to scale hacker invites to the appropriate amount for their unique needs and goals, avoiding overwhelming security teams with an unmanageable number of hackers and reports.

2. Untested Attack Surface

One of the reasons many security teams are unprepared for what a bug bounty program will yield is they don’t have a thorough understanding of the security of their attack surface. While a bug bounty program is the right goal, security teams often skip some earlier steps, such as code reviews and pentests, that help shed light on what to expect from future bug bounty reports. 

Solution: Run Code Reviews and Pentests

Each code review, performed by a specialized cohort of the HackerOne community, takes a median of 88 minutes to complete and surfaces an average of 1.2 vulnerabilities. Eighteen percent of security fixes are incomplete, making them one of the most essential types of code changes to audit.

While bug bounty is generally an ongoing program, pentests typically follow a structured methodology that encompasses a comprehensive, time-bound examination of the system, focusing on identifying vulnerabilities that adversaries could exploit.

The top vulnerabilities identified through code reviews and pentests often overlap with that of bug bounty, identifying common vulnerabilities like:

  • Misconfiguration
  • Cross-site scripting (XSS)
  • Information disclosure
  • Improper access control

In addition, the smaller scope and timeframe dedicated to code reviews and pentests make them important stepping stones toward understanding your attack surface and preparing for a bug bounty program. HackerOne pentesters can also be added to an organization’s ongoing bug bounty program, developing anchor hackers that drive even greater value.


Download the 7th Annual Hacker Powered Security Report


3. Unclear Business Case

Let’s be clear: there absolutely is a clear business case for implementing a bug bounty program. The issue is that many security leaders are challenged to articulate that business case to stakeholders and board members, and that’s a difficult conversation to have without the right information. As a result, security teams don’t receive the budgetary resources they need, and the program is run ineffectively.

Solution: Calculate Measurable ROI

It’s no secret that board members speak in the language of dollars and cents, and without a calculated breakdown of cost savings and ROI, security teams won’t be granted the appropriate budget to effectively run their bug bounty program. 

According to the 7th Annual Hacker Powered Security Report, the median price of a bug on the HackerOne platform is $500, up from $400 in 2022. The average bounty in the 90th percentile is up from $2,500 to $3,000. The cost of these vulnerabilities going unnoticed and being exploited, however, is significantly more than the cost of the bounty.

HackerOne customers consistently factor in cost savings when measuring the success of their bug bounty programs, with 59% valuing the estimated savings of reputational or customer-related incidents and 54% valuing the financial savings estimated from avoiding risk.

Michael Adams, CISO, Zoom“Since 2019, Zoom has worked with 900 hackers, of which 300 have submitted vulnerabilities that we have had to quickly move on. We’ve paid out over $7 million. It’s a substantial investment but the returns are worth it: we find world-class talent to find real-world solutions before it’s a real-world problem.”
— Michael Adams, CISO, Zoom

4. Misaligned Incentives

While there are more factors than financial compensation, 80% of hackers hack for money (up from 71% in 2022). With this in mind, the level of financial incentivization is important when establishing bounties. Many organizations might think they know what the appropriate amount is for any given bug bounty, but they find a lack of engagement in their program from the hacker community. That’s because 48% of hackers will opt not to join a program if the bounties are too low.

Solution: Price Bounties With Peer Benchmark Data

Security teams don’t have to price bounties on an island. Peers in every industry have embraced the power of bug bounty and ethical hacking. It’s essential for teams to examine average bounty costs within their industry because the averages can be vastly different from one sector to the next. For example, you can see from the Hacker Powered Security Report below that the average bounty for Travel & Hospitality is $700, while in Cryptocurrency & Blockchain, it’s over $3,000.

Graphic showing the costs of bounties in different industries

5. Failure to Build Hacker Relationships

While money is certainly a significant factor for hackers when selecting a bug bounty program, it’s not the only thing they find important. In fact, there are many things that can put a hacker off of a program.

As you can see, slow response times (60%) and poor communication (55%) are actually more important than low bounties (48%) for hackers being discouraged from a bug bounty program.

Graphic showing reasons that hackers opt not to join a bug bounty program

Solution: Make Your Program Work for Hackers 

Hackers are more likely to spend time on your program when they have a relationship with your organization’s security team. So, your bug bounty program should offer more than just the bounty payment. In order to attract the best hackers, you need to communicate effectively, offer a varied scope through which hackers can learn, and invest the time to quickly remediate the vulnerabilities they identify.

Tom Anthony, Hacker“When I’m looking at a new program, I will look at the metrics in terms of time to triage and bounty and to what degree the program is hitting those metrics. I would advise companies to have both a public and private program. The public program will screen and interview researchers that can be moved into the private program where you can provide them with more access and resources. A private program allows you to have an elite group of hackers really digging in and finding those critical vulnerabilities. For example, some hackers specialize in reconnaissance and finding those corners of infrastructure that no one is thinking about and looking in the corners, then you have other hackers that have hundreds of servers scanning for vulnerabilities. Novelty and scale are important for delivering impactful reports.”
— Tom Anthony, Hacker

HackerOne: Combining Bug Bounty Expertise With a Deep Hacker Community

It’s challenging for security leaders to check all of these boxes in order to run the most effective bug bounty program. Managing the reports, receiving the budget, setting the right bounties, and building hacker relationships can all seem too daunting to do correctly and simultaneously. 

At HackerOne, we provide the best combination of in-house expertise to run the right bug bounty program for your organization’s unique needs, with an extensive hacker community ready to go to work for you. If you want to learn more about how to run the most effective bug bounty program for your organization, download the 2023 Hacker Powered Security Report or contact our team at HackerOne today.

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