ContentPosts from @rossdeane..
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@kala shared a link, 1ย day, 15ย hours ago
FAUN.dev()

Cisco Bets On WideField Security Acquisition To Tackle Agentic AI Security Gap

Cisco executives plan to acquire WideField Security so Cisco teams can add identity and session telemetry to agentic AI security operations... read more ย 

Cisco Bets On WideField Security Acquisition To Tackle Agentic AI Security Gap
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@kala shared a link, 1ย day, 15ย hours ago
FAUN.dev()

AI's Affordability Crisis

The AI platforms are running the drug-dealer's algorithm, with subsidies resulting in overwhelming demand for their products. Estimates show that the cost of generating tokens ranges from $8 to $14 to generate $1 in revenue. Companies transitioning to token-based pricing have seen significant increa.. read more ย 

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@kala shared a link, 1ย day, 15ย hours ago
FAUN.dev()

Model Size Scaling in 2023-2031

Token generation speed is constrained by the speed at which the relevant HBM can be read, depending on model size and pipeline setup. Model sizes feasible for each year between 2023 and 2031 range from 10T in 2026 to 1.4 quadrillion in 2031, with pretraining compute and HBM specifications playing es.. read more ย 

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@devopslinks shared a link, 1ย day, 15ย hours ago
FAUN.dev()

How we migrated a live routing system using AI-assisted refactoring

Datadog says engineers can use AI-assisted refactoring for critical migrations when they own the data model and use tests to limit each rewrite to one method. Engineers should keep system design and optimization in human hands... read more ย 

How we migrated a live routing system using AI-assisted refactoring
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@devopslinks shared a link, 1ย day, 15ย hours ago
FAUN.dev()

The memory crisis is getting so bad that even retro RAM prices are going to the Moon

DRAM buyers are switching to DDR2 as suppliers run short of mainstream memory, and some device makers are redesigning products around the legacy chip... read more ย 

The memory crisis is getting so bad that even retro RAM prices are going to the Moon
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@devopslinks shared a link, 1ย day, 15ย hours ago
FAUN.dev()

The database that refused to die: How Postgres survived its own creators

Postgres was developed by Michael Stonebraker and based on the Ingres database system, following ideas from Ted Codd for relational databases. Postgres introduced support for abstract data types, leading to its widespread adoption and compatibility with modern cloud infrastructure. Despite its succe.. read more ย 

The database that refused to die: How Postgres survived its own creators
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@devopslinks shared a link, 1ย day, 15ย hours ago
FAUN.dev()

Some notes on Lambda MicroVMs

AWS would give developers a middle tier between Lambda functions and ECS or EC2. You get per-VM identity, network addressability, and stronger process isolation while keeping Lambda's burst model. The runtime would fit workloads that need warm state, longer-lived workers, per-tenant sandboxes, proto.. read more ย 

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@devopslinks shared a link, 1ย day, 15ย hours ago
FAUN.dev()

Local AI for Penetration Testing & Research

Model intelligence and tradecraft have progressed a lot in the year that's passed since I last tried something similar. There's a lot of hype around the research Anthropic is publishing; however, cost and privacy are still problems. When there's no guarantee that a thorough job was performed, this t.. read more ย 

Local AI for Penetration Testing & Research
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@devopslinks shared a link, 1ย day, 15ย hours ago
FAUN.dev()

.self: A new Top-Level Domain built from theground up to support self-hosting

Operated as a public good, .self TLD will be designed and implemented according to human-centered principles to enable anyone to take full ownership of their data... read more ย 

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@laura_garcia shared a post, 1ย day, 22ย hours ago
Software Developer, RELIANOID

๐—ฅ๐—˜๐—Ÿ๐—œ๐—”๐—ก๐—ข๐—œ๐—— ๐—ฎ๐—น๐—ถ๐—ด๐—ป๐˜€ ๐˜„๐—ถ๐˜๐—ต ๐˜๐—ต๐—ฒ ๐—ฝ๐—ฟ๐—ถ๐—ป๐—ฐ๐—ถ๐—ฝ๐—น๐—ฒ๐˜€ ๐—ผ๐—ณ ๐—œ๐—ฆ๐—ข/๐—œ๐—˜๐—– ๐Ÿฒ๐Ÿฎ๐Ÿฐ๐Ÿฐ๐Ÿฏ

๐Ÿšจ ๐—œ๐—ป๐—ฑ๐˜‚๐˜€๐˜๐—ฟ๐—ถ๐—ฎ๐—น ๐—ฐ๐˜†๐—ฏ๐—ฒ๐—ฟ๐˜€๐—ฒ๐—ฐ๐˜‚๐—ฟ๐—ถ๐˜๐˜† ๐—ถ๐˜€ ๐—ป๐—ผ ๐—น๐—ผ๐—ป๐—ด๐—ฒ๐—ฟ ๐—ผ๐—ฝ๐˜๐—ถ๐—ผ๐—ป๐—ฎ๐—น โ€” ๐—ถ๐˜'๐˜€ ๐—ณ๐—ผ๐˜‚๐—ป๐—ฑ๐—ฎ๐˜๐—ถ๐—ผ๐—ป๐—ฎ๐—น. We're proud to share that ๐—ฅ๐—˜๐—Ÿ๐—œ๐—”๐—ก๐—ข๐—œ๐—— ๐—ฎ๐—น๐—ถ๐—ด๐—ป๐˜€ ๐˜„๐—ถ๐˜๐—ต ๐˜๐—ต๐—ฒ ๐—ฝ๐—ฟ๐—ถ๐—ป๐—ฐ๐—ถ๐—ฝ๐—น๐—ฒ๐˜€ ๐—ผ๐—ณ ๐—œ๐—ฆ๐—ข/๐—œ๐—˜๐—– ๐Ÿฒ๐Ÿฎ๐Ÿฐ๐Ÿฐ๐Ÿฏ, the ๐˜ช๐˜ฏ๐˜ต๐˜ฆ๐˜ณ๐˜ฏ๐˜ข๐˜ต๐˜ช๐˜ฐ๐˜ฏ๐˜ข๐˜ญ๐˜ญ๐˜บ ๐˜ณ๐˜ฆ๐˜ค๐˜ฐ๐˜จ๐˜ฏ๐˜ช๐˜ป๐˜ฆ๐˜ฅ ๐˜ด๐˜ต๐˜ข๐˜ฏ๐˜ฅ๐˜ข๐˜ณ๐˜ฅ ๐˜ง๐˜ฐ๐˜ณ ๐˜ด๐˜ฆ๐˜ค๐˜ถ๐˜ณ๐˜ช๐˜ฏ๐˜จ ๐˜๐˜ฏ๐˜ฅ๐˜ถ๐˜ด๐˜ต๐˜ณ๐˜ช๐˜ข๐˜ญ ๐˜ˆ๐˜ถ๐˜ต๐˜ฐ๐˜ฎ๐˜ข๐˜ต๐˜ช๐˜ฐ๐˜ฏ ๐˜ข๐˜ฏ๐˜ฅ ๐˜Š๐˜ฐ๐˜ฏ๐˜ต๐˜ณ๐˜ฐ๐˜ญ ๐˜š๐˜บ๐˜ด๐˜ต๐˜ฆ๐˜ฎ๐˜ด (๐˜๐˜ˆ๐˜Š๐˜š). From manufacturing and energy to utilities, go..