SShortSingh.
TopTechnologyAI & MLStartupsProgrammingScienceBusinessFinanceCrypto & Web3World
Back to feed
Programming

GitHub's Recurring Outages Spark Debate Over Platform Reliability

0
·1 views

A blog post gaining traction on Hacker News questions whether GitHub's repeated availability issues should push developers toward alternative platforms. The author argues that GitHub has a notable reliability problem, raising concerns for teams and individuals who depend on it for critical workflows. The post sparked community discussion, accumulating 28 points and several comments on Hacker News. While GitHub remains the dominant code hosting platform, the piece highlights growing frustration among developers over service disruptions. The debate reflects broader questions about over-reliance on a single platform for software development infrastructure.

Read the full story at Hacker News

This is an AI-generated summary. ShortSingh links to the original source for the complete article.

Discussion (0)

Log in to join the discussion and vote.

Log in

Related stories

0
ProgrammingDEV Community ·

Java at 30: How a Consumer Electronics Project Became a Global Programming Language

Java is a high-level, platform-independent programming language built around the principle of 'Write Once, Run Anywhere,' allowing compiled bytecode to run on any compatible Java Virtual Machine. It was created by James Gosling and a team of engineers at Sun Microsystems, a US technology company known for hardware, software, and enterprise computing solutions. Development began in the early 1990s under the Green Project, which initially aimed to build software for consumer electronic devices rather than a general-purpose language. The language was originally named Oak before the project pivoted toward the internet, prompting a rename and significant revision into what became Java. Sun Microsystems was later acquired by Oracle, which now maintains and distributes the Java platform.

0 comments Read more at DEV Community
0
ProgrammingDEV Community ·

Dev Shares Key Lessons From Building and Launching First Chrome Extension

A developer built and published Promo Drop, a free Chrome extension that surfaces verified promo codes and cashback offers for products on Whop, after noticing how difficult such deals were to find. One major technical lesson was adapting to Manifest V3, which replaces persistent background pages with short-lived service workers, requiring all state to be stored externally rather than held in memory. To protect core business logic, the extension was kept deliberately thin, with code-finding functionality handled server-side so the method cannot be reverse-engineered from the client package. The developer also emphasized requesting minimal permissions and writing clear justifications for each, which helped speed up the Chrome Web Store review process. On the ethical side, affiliate attribution was designed to trigger only on genuine user actions, never silently overwriting existing affiliate links or dropping cookies in the background.

0 comments Read more at DEV Community
0
ProgrammingDEV Community ·

QUASAR Method Cuts LLM Quantization Error by 29% with Minimal Training Overhead

Researchers introduced QUASAR, a new technique targeting a persistent accuracy gap in Quantization-Aware Training (QAT) for large language models, in a paper published in August 2026. QAT simulates quantization during training to outperform post-training methods at low bit-widths, but has long suffered a 'loss floor gap' where models converge to higher-than-optimal loss. QUASAR identifies the root cause as a misalignment between the quantized weights used in the forward pass and the full-precision weights updated by the optimizer. The method addresses this by adding a saliency-weighted reconstruction step inside the training loop, using gradient-based importance estimates to optimally fit dequantization parameters at each step. In testing at 2-bit precision, QUASAR reduced held-out KL divergence by up to 29% while adding only 1.4% to per-step training time.

0 comments Read more at DEV Community