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TechnologyHacker News5m ago

Prompt Caching

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TechnologyHacker News7m ago

Ask HN: How would you harden AI changes to a 1M-line legacy SaaS before review?

I’m not a software engineer, but I’ve been running an experiment to see whether agentic development could produce a useful prototype on top of an existing SaaS codebase. The codebase is 1M+ lines, 15 years old, hosted on Azure, and primarily written in C# and React. The prototype needs to be av...

TechnologyDev.to30m ago

Sally in the Classroom: A $58K Humanoid Is Not an Education Strategy

Sally in the Classroom: A $58K Humanoid Is Not an Education Strategy Context and Core Event This fall, Salamanca City Central High School in western New York is slated to host one of the more uncanny ed-tech pilots of the year: Sally, a stationary M-series humanoid from Toronto-based Realbotix. ...

TechnologyDev.to32m ago

AI Agent Security Audit Checklist: 8 Critical Tests for Production Deployments

AI Agent Security Audit Checklist: 8 Critical Tests for Production Deployments AI agents are no longer experimental. In 2026, enterprises are deploying LLM-powered agents that read databases, execute code, send emails, and control production infrastructure. The question is no longer "should we ...

TechnologyHacker News33m ago

Ask HN: Which is the least sloppy and claudeism free model you have used?

I feel like recent models have been consistently getting more sloppy and increasingly claude-ism heavy (load-bearing seams galore) with every new release. I was hoping this trend would reverse in newer major version releases but I just tried out Opus 5 and it's similarly shit at writing. Fable ...

TechnologyHacker News34m ago

Postgress in Rust

I am re-implementing postgresql from scratch in rust, with little twists..

TechnologyDev.to49m ago

Anthropic cuts API costs with Opus 5 as rivals unite to defend open weights

Anthropic dominated the day’s product cycle with the surprise launch of Claude Opus 5, a model that effectively obsoletes the company's own flagship architecture at half the cost and immediately topped third-party leaderboards [1] [3] [95] . Meanwhile, a massive geopolitical rift formalized as M...

TechnologyDev.to50m ago

Policy Cascades for Governed Multi-Tenant Agent Platforms

Most agent platforms give you one configuration file and hope. When you are running agents for more than one team — or more than one customer — a single config breaks down fast. Each workspace needs its own model, its own service access, its own secrets, but someone has to guarantee that no wor...