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TREX: An AI code reviewer that runs your code
🤖 TREX: AI-Powered Code Review
TREX is an innovative AI code reviewer that executes and analyzes your code, providing valuable feedback and insights to enhance code quality and reliability. By automating the code review process, TREX helps streamline development workflows, reducing manual effort and minimizing errors.
8:05 pm, June 17, 2026
guid
https://news.ycombinator.com/item?id=48571851
source_url
https://www.greptile.com/blog/trex-code-execution
author_name
dakshgupta
id: 3926
uid: azyH2
insdate: 2026-06-17 20:05:28
title: TREX: An AI code reviewer that runs your code
additional: 🤖 TREX: AI-Powered Code Review
TREX is an innovative AI code reviewer that executes and analyzes your code, providing valuable feedback and insights to enhance code quality and reliability. By automating the code review process, TREX helps streamline development workflows, reducing manual effort and minimizing errors.
category: Hacker News
md5:
guid: https://news.ycombinator.com/item?id=48571851
source_url: https://www.greptile.com/blog/trex-code-execution
updated:
image:
author_name: dakshgupta
author_link:
uid: azyH2
insdate: 2026-06-17 20:05:28
title: TREX: An AI code reviewer that runs your code
additional: 🤖 TREX: AI-Powered Code Review
TREX is an innovative AI code reviewer that executes and analyzes your code, providing valuable feedback and insights to enhance code quality and reliability. By automating the code review process, TREX helps streamline development workflows, reducing manual effort and minimizing errors.
category: Hacker News
md5:
guid: https://news.ycombinator.com/item?id=48571851
source_url: https://www.greptile.com/blog/trex-code-execution
updated:
image:
author_name: dakshgupta
author_link:
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- Ask HN: Will programmers write more efficient code during the memory shortage?
- Ask.com has closed
- Aspartame is not that bad?
- Assessing Claude Mythos Preview's cybersecurity capabilities
- Astra: An open-source observatory control software
- Astro 7.0
- Astronomers Find the Edge of the Milky Way
- Astronomers find the edge of the Milky Way
- Astrophysicists Puzzle over Webb’s New Universe
- Async Programming Is Just Inject Time
- Async Rust never left the MVP state
- At Protocol: Building the Social Internet
- At least 10 people tied to sensitive US research have died or disappeared
- At long last, InfoWars is ours
- Atlassian Enables Default Data Collection to Train AI
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- Atlassian to cut roughly 1,600 jobs in pivot to AI
- Atomic Display Switching: Solving
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- Attyx – tiny and fast GPU-accelerated terminal emulator written in Zig
- Atuin v18.13 – better search, a PTY proxy, and AI for your shell
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- AutoKernel: Autoresearch for GPU Kernels
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- Banned in California
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- Bashblog – a single bash script to create blogs
- Battle for Wesnoth: open-source, turn-based strategy game
- Bcachefs creator insists his custom LLM is female and 'fully conscious'
- Be Alexandra Elbakyan
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- Becoming a father shrinks your cerebrum
- Beer CSS – Build material design in record time
- Before GitHub
- Behavior-Oriented Concurrency for Python
- Belgium stops decommissioning nuclear power plants
- Benchmarking coding agents on Databricks' multi-million line codebase
- Benchmarks in Leipzig
- Benedict Evans: AI eats the world (Spring 26) [pdf]
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- Bible as RAG Database
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- Big AI labs are hiring philosophers
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- Block the “Upgrade to Tahoe” Alerts
- Blocking Internet Archive Won't Stop AI, but Will Erase Web's Historical Record
- Blog ran on Ubuntu 16.04 for 10 years. I migrated it to FreeBSD
- Blogger defeats photographer's copyright claim
- Blogging can just be stating the obvious
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- Bloom (YC P26) Is Hiring
- Blorp Language
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- Bobby Prince, composer for Doom, Wolfenstein 3D, and Duke Nukem 3D, has died
- Boffin claims Microsoft’s “quantum leap” is invalid due to “basic Python errors”
- Bombarding gamblers with offers greatly increases betting and gambling harm
- Books Are Not Remotely Too Expensive
- Boot Naked Linux
- Bootc and OSTree: Modernizing Linux System Deployment
- Bootimus – A Self-Contained PXE and HTTP Boot Server
- Borrow-checking without type-checking
- Boss-CSS: I created another "CSS-in-JS" lib
- Bot vs human traffic
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- Boy I was wrong about the Fediverse
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- Breaking Free
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- Bringing Chrome to ARM64 Linux Devices
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- Britain today generating 90%+ of electricity from renewables
- British Columbia to end time changes, adopt year-round daylight time
- British Columbia, Time Zones, and Postgres
- Bubble Sorted Amen Break
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- Bugs Rust won't catch
- Build your own Dial-up ISP with a Raspberry Pi
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- Building a new Flash
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- Building a serial and VGA "everything console"
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- Building an FPGA 3dfx Voodoo with Modern RTL Tools
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- Building an Open-Source Robot Vacuum – Meet Oomwoo
- Building for the Future
- Building from Zero After Addiction, Prison, and a Felony
- Building from zero after addiction, prison, and a felony
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- Building the TD4 4-Bit CPU
- Bun has an open PR adding shared-memory threads to JavaScriptCore
- Bun is being ported from Zig to Rust
- Bun's unreleased Rust port has 13,365 unsafe blocks
- Bun: cgroup-aware AvailableParallelism / HardwareConcurrency on Linux
- BunnyCDN has been silently losing our production files for 15 months
- Burnout is real for open source maintainers
- Bus stop balancing is fast, cheap, and effective
- Butterflies are in decline across North America, a look at the Western Monarch
- Byrne's Euclid
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- C++26 is done ISO C++ standards meeting, Trip Report
- C++: The Documentary
- C, Just In Time!
- C64 Basic: Game Map Overhead "Camera View"
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- CBP Directive 3340-049B: Border Search of Electronic Devices
- CBP updated its electronic device search directive in Jan 2026
- CC-Canary: Detect early signs of regressions in Claude Code
- CC-Wiki: Turn Claude Code sessions into a shareable knowledge base wiki
- CEOs Who Think AI Replaces Their Employees Are Just Bad CEOs
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- CERN to host a new phase of Open Research Europe
- CERN uses tiny AI models burned into silicon for real-time LHC data filtering
- CERT is releasing six CVEs for serious security vulnerabilities in dnsmasq
- CISA Admin Leaked AWS GovCloud Keys on GitHub
- CODA: Rewriting Transformer Blocks as GEMM-Epilogue Programs
- CPanel and WHM Authentication Bypass – CVE-2026-41940
- CPanel's Black Week: 3 New Vulnerabilities Patched After Attack on 44k Servers
- CRDTs merge concurrent edits. Why not concurrent creation?
- CSP for Pentesters: Understanding the Fundamentals
- CSS as a Query Language
- CSS is DOOMed
- CSS-Native Parallax Effect
- CSSQuake
- CT scans of BYD car parts
- CUDA-oxide: Nvidia's official Rust to CUDA compiler
- CVE-2026-28952: Apple macOS 26.5 Kernel Vuln found by Claude
- CVE-2026-31431: Copy Fail vs. rootless containers
- CVE-2026-3888: Important Snap Flaw Enables Local Privilege Escalation to Root
- CVE-Bench: testing LLM agents on real-world vulnerability patches
- Cal.diy: open-source community edition of cal.com
- California bill would require patches or refunds when online games shut down
- California farmers to destroy 420k peach trees following Del Monte bankruptcy
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- California moves to exempt Linux from its age-verification law after backlash
- California to begin ticketing driverless cars that violate traffic laws
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- California's Digital Age Assurance Act, and FOSS
- Cambodia unveils a statue of famous landmine-sniffing rat Magawa
- Can Claude Fly a Plane?
- Can I disable all data collection from my vehicle?
- Can We Understand How Large Language Models Reason?
- Can a wealthy family change the course of a deadly brain disease?
- Can the stockmarket swallow Anthropic, SpaceX and OpenAI?
- Can we code our way out of gentrification?
- Can we have the day off?
- Can you instruct a robot to make a PBJ sandwich?
- Can you stop beans from making you gassy?
- Can't Stop the Signal. Poison It
- Canada is looking to build up to 10 new nuclear reactors over the next 15 years
- Canada plans 'nuclear renaissance' with up to 10 reactors built by 2040
- Canada to order military plane fleet from Sweden in shift from US suppliers
- Canada's bill C-22 mandates mass metadata surveillance
- Canada's bill C-22 mandates mass metadata surveillance of Canadians
- Canada’s Bill C-22 Is a Repackaged Version of Last Year’s Surveillance Nightmare
- Cancel ChatGPT AI boycott surges after OpenAI pentagon military deal
- Cannabinoids remove plaque-forming Alzheimer's proteins from brain cells
- Cannabinoids remove plaque-forming Alzheimer's proteins from brain cells (2016)
- Cannibalism
- Canonical Under Attack
- Canvas (Instructure) LMS Down in Ongoing Ransomware Attack
- Canvas is down as ShinyHunters threatens to leak schools’ data
- Capability-Based Security for Redox: Namespace and CWD as Capabilities
- Capitalism Gone Wrong
- Capstone – multi-platform, multi-architecture disassembly framework
- Captcha proves you're human. HATCHA proves you're not
- Capybara: A Unified Visual Creation Model
- CarPlay Is Additive
- Carbon dioxide overload in human blood suggests a toxic atmosphere in 50 years
- Cardiorespiratory fitness is associated with lower anger and anxiety
- Care homes and hotels in Japan shut as expansion strategy unravels
- Carrot Disclosure: Forgejo
- Cars collect a startling amount of data about you
- Cartoon Network Flash Games
- CasNum
- Case study: recovery of a corrupted 12 TB multi-device pool
- Cash Issuing Terminals
- Cash issuing terminals
- Castor: CERN Advanced STORage Manager
- Casus Belli Engineering
- Cat (YC S22) Seeks Fractional Engineer to Build AI-Native Growth Toolkit
- Category Theory Illustrated – Orders
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- Celebrating Tony Hoare's mark on computer science
- Cell Service for the Fairly Paranoid
- Ceno, browse the web without internet access
- Cessation of public development of Kefir C compiler
- Changes in the system prompt between Claude Opus 4.6 and 4.7
- Changes to OpenTTD Distribution on Steam
- Changing How We Develop Ladybird
- Chaos and Dystopian news for the dead internet survivors
- Chaosnet
- Chaosnet (1981)
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- Charge Robotics (YC S21) Is Hiring Software and Hardware Engineers
- ChatGPT Images 2.0
- ChatGPT Pro now starts at $100/month
- ChatGPT Work
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- Chatto is now Open Source
- Cheap Iranian drone downed $25M US Army helicopter–maybe by chance
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- Chemistry behind the Garden Grove chemical tank
- Chess Invariants
- Chest Fridge (2009)
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- Chibil: A C compiler targeting .NET IL
- Chicago artist creates tourism posters for city's neighborhoods
- Childhood Computing
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- Chimpanzees in Uganda locked in vicious 'civil war', say researchers
- China sentences official to death for taking $325M in bribes
- China's 450kmph bullet train is the fastest ever built
- Chip Off the Old Block
- Chipotlai Max
- Choosing a Public DNS Resolver
- Choosing the Right AI Agent Memory Strategy: A Decision-Tree Approach
- Chrome removes claim of On-device Al not sending data to Google Servers
- Chrome's AI features may be hogging 4GB of your computer storage
- Chuck Norris has died
- Chuwi Minibook X
- Chuwi Minibook X: the netbook we deserve
- Circle Medical (YC S15) Is Hiring a Mobile Engineer
- Circuit-level PDP-11/34 emulator
- Circular Obstacle Pathfinding (2017)
- Cirrus Labs to join OpenAI shut down Circus CI on Monday, June 1, 2026
- Cisco workforce reductions
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- Claude Brain
- Claude Code Cheat Sheet
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- Claude Code LSP
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- Claude Code conducts A/B tests on core features
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- Claude Code sends 33k tokens before reading the prompt; OpenCode sends 7k
- Claude Code to be removed from Anthropic's Pro plan?
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- Claude Code – Everything You Can Configure That the Docs Don't Tell You
- Claude Code, Claude Cowork and Codex #5
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- Claude Fable 5: mid-tier results on coding tasks
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- Claude Is Not Your Architect. Stop Letting It Pretend
- Claude Managed Agents
- Claude Opus 4.7
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- Claude Token Counter, now with model comparisons
- Claude Wrote a Full FreeBSD Remote Kernel RCE with Root Shell (CVE-2026-4747)
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- Claude now creates interactive charts, diagrams and visualizations
- Claude struggles to cope with ChatGPT exodus
- Claude system prompt bug wastes user money and bricks managed agents
- Claude's AskUserQuestion: "No response after 60s – continued without an answer"
- Claude.ai Down Again?
- Claude.ai and API Unavailable
- Claude.ai unavailable and elevated errors on the API
- Claude: Elevated errors across many models
- ClawIRC – IRC Chat for Agents
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- Clay PCB Tutorial
- Cleaning up after AI rockstar developers
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- Click (2016)
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- Clojure Hosted on Go
- ClojureScript Gets Async/Await
- Clojurists Together – Q2 2026 Open Source Funding Announcement
- Closure of the Weatheradio Service in Canada
- Closure of the Weatheradio service in Canada
- Closure of the Weatherradio Service in Canada
- Cloud VM benchmarks 2026
- Cloudflare Crawl Endpoint
- Cloudflare Email Service: now in public beta. Ready for your agents
- Cloudflare Flagship
- Cloudflare crawl endpoint
- Cloudflare flags archive.today as "C&C/Botnet"; no longer resolves via 1.1.1.2
- Cloudflare launched self-managed OAuth for all
- Cloudflare's AI Platform: an inference layer designed for agents
- CoMaps – FOSS Offline Maps
- Cockpit is a web-based graphical interface for servers
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- Codex Hacked a Samsung TV
- Codex for almost everything
- Codex just found a "workaround" of not having sudo on my PC
- Codex logging bug may write TBs to local SSDs
- Codex pricing to align with API token usage, instead of per-message
- Codex-maxxing
- Coding Agents Could Make Free Software Matter Again
- CodingFont: A game to help you pick a coding font
- Coffee with a splash of physics: how to make the most out of your brew
- Cognitive Debt: When Velocity Exceeds Comprehension
- Cohere Transcribe: Speech Recognition
- Coldkey – Post-quantum age key generation and paper backup tool
- Colibri – chat platform built on the AT Protocol for communities big and small
- CollectWise (YC F24) Is Hiring
- College instructor turns to typewriters to curb AI-written work
- College students drown out AI-praising commencement speeches with boos
- Colombia hosts talks on exiting fossil fuels as global energy crisis deepens
- Colonization of Venus
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- Colored Shadow Penumbra
- Columnar Storage Is Normalization
- Command and Conquer Generals natively ported to macOS, iPhone, iPad using Fable
- Commission fines Temu €200M for breaching the Digital Services Act
- Commodore 64 Basic for PostgreSQL
- Common Lisp Development Tooling
- Common drug tests lead to tens of thousands wrongful arrests a year
- Communication on European Tech Sovereignty, and an EU Open-Source Strategy
- Composite Video on the NES: Why's it so wobbly?
- Composition Shouldn't be this Hard
- Compound drivers of Antarctic sea ice loss and Southern Ocean destratification
- Computational Physics (2nd Edition)
- Computer Hobby Movement in Canada
- Computer Use is 45x more expensive than structured APIs
- Computer chip material inspired by the human brain could slash AI energy use
- Computer use in Gemini 3.5 Flash
- Computer-Aided Language Development in Nonspeaking Children (1968) [pdf]
- Computer-generated dream world: Virtual reality for a 286 processor
- Computex 2026: Are We Heading for the Agentic PC Era Yet?
- Confidential submission of draft S-1 to the SEC
- Config Files That Run Code: Supply Chain Security Blindspot
- Connecticut and the 1 Kilometer Effect
- Connections in Math: the two kinds of random
- Consciousness likely not unique to earthlings, paper says
- Constraint Decay: The Fragility of LLM Agents in Back End Code Generation
- Context Sculpting
- Contextual commits – An open standard for capturing the why in Git history
- Converge (YC S23) Is Hiring a Founding Platform Engineer (NYC, Onsite)
- Conway's Game of Life, in real life
- Cook: A simple CLI for orchestrating Claude Code
- Copilot edited an ad into my PR
- Copy Fail – CVE-2026-31431
- Copy That Floppy – Cambridge guide for preserving data from fragile floppy disks
- CopyFail was not disclosed to Gentoo developer
- Core PPI up 9.6% annualized (0.8% MoM) in May
- Corgi Labs (YC W23) Is Hiring
- Corporate America Is Starting to Ration AI as Cost Skyrockets
- Correlated randomness in Slay the Spire 2
- Corruption erodes social trust more in democracies than in autocracies
- Cosmodial Sky Atlas
- Cosmology with Geometry Nodes
- Cost of enum-to-string: C++26 reflection vs. the old ways
- Costco is the anti-Amazon
- Countries are competing to see which can carry out mass surveillance the best
- Country that put backdoors in Cisco routers to spy on world bans foreign routers
- Coursera and Udemy are now one company
- Court Records Should Be Free
- Cpp2Rust: Translates C++ to safe Rust automatically
- Craig Venter has died
- Craig Venter of Human Genome Project Dies at 79
- Create an MP4 video of a web page scrolling at a steady speed
- Create value for others and don’t worry about the returns
- Creatine raise brain energy levels and slow Alzheimer's cognitive decline by 30%
- Credit cards are vulnerable to brute force kind attacks
- Croatia declared free of landmines after 31 years
- Cronboard: A terminal-based dashboard for managing cron jobs
- Cross-Model Void Convergence: GPT-5.2 and Claude Opus 4.6 Deterministic Silence
- Crypto firms have spent $189M so far on 2026 US election, report says
- Crypto in 2026: Oh, This Is the Bad Place
- Crystal Nights (2008)
- Curl will not accept vulnerability reports during July 2026
- Cursing the government does not fix potholes. Spray-painting them does
- Cursor 3
- Cursor Composer 2 is just Kimi K2.5 with RL
- CursorBench 3.1
- Customer Update on Simplenote
- Cutting inference cold starts by 40x with LP, FUSE, C/R, and CUDA-checkpoint
- Cyber.mil serving file downloads using TLS certificate which expired 3 days ago
- Cyberattack on vehicle breathalyzer company leaves drivers stranded in the US
- Cyberpunk Comics, Manga and Graphic Novels
- DARPA Heavy Life Challenge
- DARPA's new X-76 Experimental Plane
- DHS Contracts Explorer – Hacked data from the Office of Industry Partnership
- DHS Quits Granting Green Cards–Almost
- DIY Soft Drinks
- DLL that was not present in memory despite not being formally unloaded
- DMCA-resistant Claude Code source code
- DNI Gabbard Reveals Evidence of U.S. Taxpayer-Funded Global Biolab Program
- DNSGlobe – Rust TUI to watch DNS propagate around the world
- DOJ confirms FBI Director Kash Patel's personal email was hacked
- DOS Memory Management
- DOS Zone
- DRAM pricing is killing the hobbyist SBC market