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Wednesday, July 23, 2025
Techcratic
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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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Techcratic
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Home Hacker News

Elite Pentesters Tell All in a Live Q&A

Hacker News by Hacker News
January 29, 2025
in Hacker News
Reading Time: 10 mins read
129
A A
0

Naz Bozdemir
2024-01-25 12:00:00
www.hackerone.com

The participants answered live as well as carefully curated questions from popular community platforms such as Quora, Reddit, and LinkedIn. Below is a quick look into the question categories:

  • Pentesting Insights, Experiences, and Technical Aspects
    • Differences between pentesters and bug bounty researchers
    • Pros and cons of community-driven security testing solutions
    • Communicating the importance of pentest results
    • Bug bounty competitiveness vs. pentest collaboration
    • Manual vs. automated processes in pentesting
  • Industry Trends and Future of Pentesting
    • What’s ahead
    • Impact of generative AI and Machine Learning on hacking and pentesting

If you’re weighing the benefits of community-driven pentesting against traditional models, or simply curious to learn more about the evolving trends in pentesting, check out some of the insights from our expert pentesters in the original Q&A format below, or watch the on-demand recording to hear their in-depth discussions and professional advice.

Meet the HackerOne Pentesters

Peter M. (@pmnh)Peter M.

Peter is a full-time ethical hacker/pentester with over three years of experience in the security field and more than 20 years as a lead developer/architect in software and engineering leadership roles. At HackerOne, Peter has conducted numerous successful penetration tests and source code reviews, consistently identifying high/critical vulnerabilities in flagship programs.

Pranit G. (@rootsploit)Pranit G.

Pranit Garud is an experienced Security Engineer and Bug Bounty Hunter with over seven years of dedicated experience in various domains of offensive security, including pentesting, red teaming, application security, vulnerability research, and attack surface management. With a proven track record, Pranit has collaborated with industry-leading organizations, including Fortune 500 companies, significantly enhancing the security posture of these enterprises.

Erfan F. (@mico02)Efan F.

Erfan is a seasoned Security Consultant with an extensive track record in partnering with organizations across finance, healthcare, transportation, and technology sectors in the United States and the United Kingdom. Outside of his professional sphere, Erfan is an avid bug hunter, enhancing his pentesting skills through this rigorous practice. 

Juan L. Juan L.

Juan has been in the infosec industry for over ten years while holding various positions. He started off in the industry as a tester and, over time, moved over to customer support. After a few years of customer support, Juan made his move to Project Management, becoming a Technical Project Manager before arriving at HackerOne, where he is a Technical Engagement Manager.

Pentesting Insights, Experiences, and Technical Aspects

Q: What is the most important skill a pentester can have?

Erfan: “I’d say the attitude to be a lifelong learner. The cybersecurity field evolves very fast. New techniques, bugs, methods of exploitation — it all develops quite quickly. You should take the responsibility of educating yourself and be a student of the industry. This process of learning never ends. And, if you don’t keep yourself updated, you basically go out of fashion, since your skills won’t be able to pick up the latest and the greatest bugs.”

Q: What are the differences between the ways pentesters and bug bounty researchers work?

Peter: “They are typically solving similar but different problems. With a pentest, you’ll get more rigor. Most pentesters have a fairly formal checklist that they go through to make sure that they’re covering the many different categories of vulnerabilities. With bug bounty, typically, it’s more open-ended. You can go after what you like within the scope of the program. 

The other major difference that I’ve observed is that pentests will have more or deeper access to the application being tested than you would in an open bug bounty program. You’ll be testing internal applications or authenticated apps. I recently did a white box pentest for HackerOne, in which we were given the source code of the application to audit, something you would very rarely find in bug bounty except for open-source-type research. As a customer, you’ll get different results from these modes of testing.”

Q: What are the pros and cons of using crowdsourced solutions to cybersecurity, as opposed to more traditional solutions?

Pranit: In the case of a traditional pentest, you hire a vendor, you vet the vendor, you see that the vendor has the specific skill set or the talent pool, and then you engage them for a specific scope. every time the scope changes, the budget for the pentest might change. If you want to add another web app or mobile app, it changes. It can be pretty heavy on the pocket from the financial point of view. 

In the case of crowdsourced solutions, once you have a vendor, they’ll get the talent pool, and they’ll assign the people. If you say that you want only the experienced hackers in your particular bug bounty program, the vendor will vet the hackers with specific metrics and assign them. With crowdsourced, you’ll have diverse skillsets, it’s cost-effective, and you can cover a broader scope.”

Q: How do you communicate the importance of web application security to executives and board members?

Peter: You have to realize that the people who are consuming your reports are managers and executives, who might not have the deep technical experience that you do. The technical details of how you did what you did are important for remediation purposes, but you also need to be able to explain the business impact of a vulnerability. What could an attacker do? How easy is it for an attacker to have an impact on the business? Being able to communicate the impact of a vulnerability is going to get the engineering dollars to fix it.

Q: Wouldn’t bug bounty be more competitive than pentesting, with hunters trying to be the first to get the bounty without sharing useful information with fellow researchers?

Peter: With bug bounty, yes, a lot of what you do will be solo. But one of the things that I love about bug bounty is that there’s a great community. There are Discord servers, Twitter/X, and a lot of other ways to make connections within the community and collaborate with others. I can ask, ‘I’m working on this program. Is anybody familiar with it? Do you want to collaborate on this issue that I found?’ There are many people out there who have the same questions you do and are more than happy to help.

Erfan: Pentests have a place, and bug bounties have a place. What I’ve seen work is doing a pentest on a particular application to find all the low-hanging fruit. Then after pushing it to the outside world, you use bug bounty methodologies to come along and find the cracks between the pieces of the puzzle. Regarding sharing tools and techniques, we try to share more in pentests, and yes, bug bounty may be more competitive, but they serve each other.

Q: How much manual vs. automated work do you do in pentesting?

Peter: I’m mostly manual, given my background, and given the subpar results that I’ve seen from typical out-of-the-box automated scanning. The value of having a human pentester is applying that human knowledge to the pentest — really digging deep into the business functionality and obscure test cases that an automated tool isn’t going to be able to intuit. And that’s where you find the really impactful, hard-to-get bugs.

Q: What are the most effective ways to report pentest results? And what’s the significance of following a recognized methodology?

Erfan: The most effective way to report results: debriefs. Having a meeting with customers after a test is conducted is the most effective way to communicate what’s going on. They receive a lot of reports from a lot of different teams; to them, everything looks like it’s on fire. So, you have to make a case around what you found to help the team who requested the pentest get the right dollars behind it. 

Unfortunately, in my experience, a lot of clients don’t ask for debriefs. It’s free. It’s offered. Please go for it. It’s going to help you make a good case and it’s going to help you understand the pentest.

Why is it important to follow penetration test methodology? We need to have a way to standardize and have consistency. And that’s why we have to have a methodology. We have a checklist that every pentester follows at a bare minimum. Finally, there are legal and compliance aspects. Certain standards require pentests to be done a specific way. 

Industry Trends and the Future of Pentesting

Q: What does the future of pentesting look like? Where is the sector headed over the next few years?

Pranit: In terms of pentesting, it really depends on the development teams. If there is a new product or new technology that is coming out, there is a requirement to secure that domain. For example, blockchain was not very well known when Bitcoin first launched, but recently, there have been many projects on the blockchain as the need for security has accelerated. As a result, pentesters always need to learn different things. 

Q: How has generative AI changed hacking? Can artificial intelligence and machine learning be used for penetration testing?

Pranit: AI and ML are no strangers to the cybersecurity domain. The only question is how we can utilize it better in pentest. There are a lot of companies coming out with their own ML models. The way AI and ML work is you first train the models based on the preset data. So, if you deploy your own instance, you can learn more about how to utilize AI and ML for security purposes and pentesting.

Peter: These technologies have their own classes of vulnerabilities, but they’re also integrated with your other internal APIs and data sources. It’s very common for vulnerabilities and those underlying APIs to be exposed through an ML or chatbot-type interaction. They’re part of a bigger ecosystem, and you need to make sure you’re looking at the whole ecosystem and the security profile, not just each bespoke technology.

Complete Your Security Program With HackerOne Pentesting

Interested in discovering how HackerOne Pentest is safeguarding businesses by tapping into top-tier security and pentesting expertise and merging it with a platform that offers real-time insights into ongoing pentests, enabling you to monitor essential metrics from initiation to remediation?

For a deeper understanding of how pentesting can be tailored to meet your organization’s specific needs and objectives, view our on-demand product demo or contact HackerOne’s pentesting experts today!

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