Code Review ships with: → repo-level controls
→ monthly spend caps
→ an analytics dashboard so engineering and security teams stay in charge. … and Claude never stamps a PR! Approval stays human.
SOFTWARE
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Claude Code Integration for Automated Code Review Management
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Replit x Alif Hackathon: Ideas in Motion
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Ideas in motion at Replit x Alif Hackathon. pic.twitter.com/8QLIKqXAuq
— Replit ⠕ (@Replit) 9 mars 2026Ideas in motion at Replit x Alif Hackathon.
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Apache Spark Real-Time Ad Attribution with transformWithState
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Ad attribution is a stateful streaming problem. With Apache Spark Real-Time Mode + transformWithState, you can achieve sub-second latency and handle timers, TTLs, and late data directly in Structured Streaming. No external engines. Build the entire pipeline in Spark.
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Claude Review: Parallel Code Bug Detection
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Anthropic released Claude Review for Claude Code, a new code-review solution that uses parallel agents to hunt for bugs and issues.
— 🚨 AI News | TestingCatalog (@testingcatalog) 9 mars 2026
"Agents search for bugs in parallel, verify each bug to reduce false positives, and rank bugs by severity. You get one high-signal summary… https://t.co/WrC49W8WFK pic.twitter.com/FLssdNpw4NAnthropic released Claude Review for Claude Code, a new code-review solution that uses parallel agents to hunt for bugs and issues. "Agents search for bugs in parallel, verify each bug to reduce false positives, and rank bugs by severity. You get one high-signal summary
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Efficient String Compression for Modern Database Systems
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Efficient String Compression for Modern Database Systems https://
buff.ly/bq7GveM
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Context Hub: Open Tool for Coding Agents API Documentation
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I'm excited to announce Context Hub, an open tool that gives your coding agent the up-to-date API documentation it needs. Install it and prompt your agent to use it to fetch curated docs via a simple CLI. (See image.) Why this matters: Coding agents often use outdated APIs and hallucinate parameters. For example, when I ask Claude Code to call OpenAI's GPT-5.2, it uses the older chat completions API instead of the newer responses API, even though the newer one has been out for a year. Context Hub solves this. Context Hub is also designed to get smarter over time. Agents can annotate docs with notes — if your agent discovers a workaround, it can save it and doesn't have to rediscover it next session. Longer term, we're building toward agents sharing what they learn with each other, so the whole community benefits. Thanks Rohit Prsad and Xin Ye for working with me on this! npm install -g @aisuite/chub GitHub: github.com/andrewyng/context…
→ View original post on X — @andrewyng, 2026-03-09 16:57 UTC
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Use AST Dump and Spec File Before Coding Implementation
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something like: Before starting your task, dump the relevant AST branch with a tool instead of using search to map out the cleanest insertion points. Write a spec to the folder with your implementation plan for review before we continue.
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Desktop CLI Control via Mobile Phone Synchronization
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very cool, will this let me use cli on the desktop but control it via the phone? been looking for something that keeps those two synced
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Open-source AI tool Paperclip AI released
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Kudos to @dotta for open-sourcing it. You can jump right in using the command below:
`npx paperclipai onboard` Here is the repo, don't forget to add a !
→ https://
github.com/paperclipai/pa
perclip
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Deploy AI Agents on Databricks with Agent Bricks Custom
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Now you can author an AI agent and deploy it on Databricks with Agent Bricks Custom Agents!
— Databricks (@databricks) 9 mars 2026
– Build and iterate locally with your preferred stack
– Improve agent quality with integrated evaluation and CI/CD workflows
– Deploy directly as serverless Databricks Apps to a… pic.twitter.com/VLRZ8hqMQzNow you can author an AI agent and deploy it on Databricks with Agent Bricks Custom Agents! – Build and iterate locally with your preferred stack
– Improve agent quality with integrated evaluation and CI/CD workflows
– Deploy directly as serverless Databricks Apps to a