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Show HN: Sensez – helping coding agents catch their own code smells

Hi HN — I’ve been frustrated by how many code smells coding agents produce - no matter how many instructions I put in the AGENTS.md, even the most capable models still reach for dict[str, Any], add multiple boolean flags to functions or hide logic in a heavy nested function that I can't easily unit test. I've even implemented duplication checks as soft CI gates at two companies, but neither solved the problem. I narrowed it down to 3 compounding issues:- agent context decays over a lon

Show HN: Aura – a Rust agent that investigates and fixes production incidents

We run a SaaS that handles petabytes of data. Our SRE team experimented with using claude, openclaw, langchain, etc. within our incident response workflows. We struggled with overflowing context, lethal trifecta vectors, hallucinations, and burned a lot of frontier tokens mostly on easy work. Approval fatigue was a challenge, and we drew a hard line at relaxing permissions in production.Long story short, we built and open-sourced AURA, a Rust-based harness specifically designed for the type of o

Kimi K3 and GLM-5.3 are better than Gemini 3.8 Flash

Based on artificialanalysis.ai, Kimi K3 and GLM-5.3 are more intelligent than the new Gemini 3.8 Flash[1][2].Gemini 3.8 Flash comes in eighth place with a score of 59, just after Kimi K3 and GLM-5.3, with scores of 60 for both of them.Gemini 3.8 Flash was better in terms of Cost per task, with $0.58 spent to finish the task, $0.68 for GLM-5.3, and 0.84 for Kimi K3[3][4].Because results may change over time, I included screenshots taken at the time of writing this post.[1] https://artif

Show HN: OctoLoops – automated marketing for indie devs

Hi HN! This is my latest side hustle, OctoLoops: an app to help indie devs and SMEs find paying customers for their business.I first started building OctoLoops around 2 months ago because so many of my own projects, big and small, had failed or petered out from lack of users and the valuable feedback that comes with them.When I started seriously digging, I found that distribution is one heck of a rabbit hole. The more I read, the more I found how much I didn't know. But I wanted to learn -

Show HN: Authorizer – open-source auth for enterprise apps and agents

I'm Lakhan, the creator and maintainer of Authorizer. I've been working on it for a few years.Authorizer is an open-source authentication and authorization server that can be self-hosted.The project started around authentication for applications and users. Over time, I started running into a broader set of problems involving services, workloads, and agents making requests.That's a big part of what led to the work in 2.4.One area I spent a lot of time on was delegation. An agent ca

Show HN: Flawd is mutation testing for the AI era

Hey, all! Flawd is a mutation testing tool that can target five languages (Python, JS, TS, Go, Rust) and it runs locally as a single binary on your machine. Importantly (for many), your code never leaves your machine and all processing takes place directly on your dev box or CI runner.Mutation testing is a process in which faults (known as mutants) are intentionally injected into your codebase, tests are run and any faults which are not detected by your tests are known as survivors (or surviving

Show HN: ToolJet – Claude Code and Codex build internal tools, no codegen

Hey HN,Co-founder here. We spent 11 months to build a multi-agent system for generating applications. Then we scrapped it and rebuilt around MCP, letting coding agents do the job instead.Old multi-agent system worked great when we launched in September 2025. It was as good as it got in the internal tooling space at that time. Customers who evaluated multiple products agreed and things went well; and that's how we got into the trap of iterating the same system for almost a year.In the last f

Is RVezy legit? Everything to know before you book an RV

Before you invest thousands in an RV, you might want to consider renting one to see if you like camping. RVezy offers RV ...

Hide-A-Way Harbor Mobile Home and RV Park Announces New Ownership

New ownership is unifying the property’s mobile-home and RV identities under a single name and preparing refreshed ...

Discover an inside look at my new RV park

DIY expert April Wilkerson gives an inside look at her new RV park with updates and costs.

Ancira RV of Boerne Expands RV Lineup With Freedom Express Campers

Ancira RV of Boerne has updated its new RV inventory with a 2026 Keystone RV Cougar 364BHL, while continuing to feature ...

2021 Aliner Expedition Mattress - Stock #04844

Stock #04844 - Aliner Expedition Towable RV Meet the Aliner Expedition Towable RVa 2021 model from Aliner designed for comfortable, self-contained camping with practical onboard amenities. This popup trailer is built as a bumper pull with a single axle and is currently in stock, available to order options may vary by dealer. Comfortable Layout & Sleeping for Up to 4 With a rear bedroom floorplan concept and a queen bed, the Expedition is a great fit for couples or small groups. Its list

2009 Keystone Montana Big Sky 3665RE - Stock #01836

Stock #01836 - Keystone Montana Big Sky Fifth Wheel Towable RV If youre searching for a Keystone Montana Big Sky Fifth Wheel Towable RV thats built for comfort and convenience, this 2009 model (Stock #01836) is a standout option. Designed as a towable fifth wheel, it offers a roomy layout with 4 slide-outs and space for 4 peopleideal for weekend getaways or longer trips. Spacious Layout & Floorplan Options The Montana Big Sky (Floorplan 3665RE) measures approximately 37 feet 3 inches in

2017 Keystone Cougar SRX 39RLI - Stock #04141

Stock #04141 - PLEASE READ THE FOLLOWING.   Other dealers may advertise a lower sales price to catch your attention but they add other hidden dealer costs and fees at the bottom of their invoice.  When compairing prices, please look at the final, out the door price with ALL dealerships.  Juniata Valley RV does not have any hidden costs of any kind.  Our price includes all dealer prep, filled LP tanks, new 12 volt deep cycle batterie and battery box, spetic hose, state in

2027 Winnebago Micro Minnie 200FRB - Stock #06601

Stock #06601 - PLEASE READ THE FOLLOWING.   Other dealers may advertise a lower sales price to catch your attention but they add other hidden dealer costs and fees at the bottom of their invoice.  When compairing prices, please look at the final, out the door price with ALL dealerships.  Juniata Valley RV does not have any hidden costs of any kind.  Our price includes all dealer prep, filled LP tanks, new 12 volt deep cycle batterie and battery box, spetic hose, state in

2015 Keystone Sprinter 311BHS - Stock #31304

Stock #31304 - NO HIDDEN FEES! Please contact us for any delivery needs.   If you have any questions or if there is anything that we can do to help, just let us know. Thanks for looking and Happy Camping. Juniata Valley RV Phone-717-436-8883 Text- 717-994-4868   2015 Towable RV Travel Trailer (Floorplan 311BHS) If you’re searching for a dependable Towable RV option for weekend getaways and longer road trips, this 2015 Travel Trailer with floorplan 311BHS is a strong candidat

2020 Keystone Outback 330RL - Stock #51648

Stock #51648 - NO HIDDEN FEES! Please contact us for any delivery needs.   If you have any questions or if there is anything that we can do to help, just let us know. Thanks for looking and Happy Camping. Juniata Valley RV Phone-717-436-8883 Text- 717-994-4868

2020 Coachmen Catalina 172BH - Stock #24952

Stock #24952 - NO HIDDEN FEES! Please contact us for any delivery needs.   If you have any questions or if there is anything that we can do to help, just let us know. Thanks for looking and Happy Camping. Juniata Valley RV Phone-717-436-8883 Text- 717-994-4868   2020 Towable RV Travel Trailer (172BH) Stock #24952 If you’re looking for a dependable Towable RV option for your next getaway, this 2020 Travel Trailer model 172BH (Stock #24952) offers a straightforward, tow-ready

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Kumkum Bhagya Today Promo: RV’s Shocking Confession Leaves Purvi Heartbroken | 28 October 2024 ZeeTV

कुमकुम भाग्य सीरियल स्पॉइलर: ज़ी टीवी के शो कुमकुम भाग्य में एक बड़ा मोड़ आएगा जब आरवी (अबरार काजी) पूर्वी (राची शर्मा) के सामने चौंकाने वाला कबूलनामा करेगा। आरवी ने नेहा को धमकी दी है कि अगर उसने पूर्वी को नुकसान पहुंचाया, तो वह उसकी जिंदगी बर्बाद कर देगा।आगामी एपिसोड में, पूर्वी कहती है कि यह उसका पहला करवा चौथ है और वह व्रत रखेगी, जिससे मोनिशा हैरान रह जाती है। इसके बाद, आरवी उसे बताता है कि वे पति-पत्नी हैं, लेकिन उनके बीच कुछ नहीं है, जिससे पूर्वी का दिल टूट जाता है।इस बीच, दीपिका मोनिशा से