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115 postsCloudflare Improves Smart Tiered Cache for Public Cloud Regions
Cloudflare adds cloud region hints to Smart Tiered Cache, letting anycast origins on AWS, GCP, Azure, and Oracle Cloud get a single optimal upper tier.
Anthropic Scores AI Jailbreaks Like CVEs With New CJS Scale
Anthropic unveiled the CJS scale for grading AI jailbreak severity like CVEs, launching Claude Fable 5 alongside this new framework for the industry.
A production-ready MCP server: 6 core architecture rules
Six architectural decisions that turn Model Context Protocol servers from tutorial demos into production systems: server factories, dual transports, Zod validation and SSRF safeguards.
CommitBrief — AI code reviews, right in your terminal
A provider-agnostic, local-first CLI that reviews your staged changes, a historic range, or a whole GitHub pull request. Zero telemetry, no server. Free and open source.
commitbrief.comLoop Engineering: Managing Coding Agents Through Loops
Instead of prompting coding agents turn by turn, engineers now design loops that run them autonomously. Here's how Codex and Claude Code implement it.
Why Does Your LLM Bill Grow Even When Traffic Doesn't?
LLM costs can rise even when user traffic stays flat. Learn why tracking tokens per operation, not raw requests, reveals hidden cost drivers in production.
Hazshield AI: I Killed the Database, the Alarms Survived
A Rust-based industrial gateway processed 10,000 sensor readings per second while its database was deliberately killed mid-test, ending with zero lost alarms and zero request errors.
Execution Latency in a Polymarket Trading Bot: Four Layers
A breakdown of the execution layer behind a Polymarket bot with 11,717 trades: signal timing, EIP-712 signing, CLOB submission, and why the T-90 cutoff exists.
FinPal: An App That Answers Real Questions About Your UPI Spending
FinPal categorizes India's UPI transactions and answers plain-English spending questions, combining a rules engine with Gemini only where it truly adds value.
GPT-5.6 Arrives, Fable 5 Goes Metered: Cost Control Still Missing
OpenAI's GPT-5.6 rollout and Anthropic's newly metered Fable 5 expose a deeper gap in AI coding tools: no reliable way to track, reserve, or explain agent spending.
Building Zero-Dependency MCP Servers in Pure Python
A practical walkthrough for implementing Anthropic's Model Context Protocol from scratch using only the Python standard library, with no SDK or pip dependencies.