https://brival.co/insights/2026/11/project-rescue-approach https://brival.co/_astro/project-rescue-approach.BGQt1yZG_Z2fPCw1.jpg Software Project Stuck? How We Approach Project Rescue When a software project is stuck, the cause is rarely only the code. It’s usually skill, process, people and politics at once. In a project rescue, we spend a free first week finding out how deep the problem goes, then agree what goes live next, usually with a first delivery within a month. https://www.youtube.com/embed/A-i3yyOSRbw 2026-11-12T00:00:00.000Z https://brival.co/insights/2026/11/connect-ai-company-systems https://brival.co/_astro/connect-ai-company-systems.8UNXvIQz_ZeeUQv.jpg How to Connect AI to Your Company’s Systems (and How We Did It) There are four ways to let AI read your company’s data: upload files to a chat, use the AI inside one app, connect each system directly, or build a separate reporting layer that copies the data into one place. Here’s what each one is good for, and how we built the last one for a financial company. https://www.youtube.com/embed/XXf3cmv-nX8 2026-11-10T00:00:00.000Z https://brival.co/insights/2026/11/three-roles-one-engineer https://brival.co/_astro/three-roles-one-engineer.C_fUbvX4_Z2k1GGl.jpg From Three Roles to One Forward-Deployed Engineer On a few projects, we replaced the hand-offs between a product owner, a designer and an architect with one senior engineer who works next to the business and builds with AI. For the same client, three years apart, that delivered at least five times the scope for about 1.5 times the hours. https://www.youtube.com/embed/KXLj3bLVCd8 2026-11-05T00:00:00.000Z https://brival.co/insights/2026/10/project-rescue-outage https://brival.co/_astro/project-rescue-outage.BrNLM1Wr_Z1LOPTG.jpg Project Rescue Case Study: The Outage That Stopped a Business A system upgrade wiped out the web server on the Mac Mini that carried a photo editing company’s business. We had it back in under a day, moved file transfer to the cloud in two weeks, and rebuilt the platform when the company was ready. The cloud bill fell from $1,500 a month to about $300. https://www.youtube.com/embed/69LhyXj8NeE 2026-10-30T00:00:00.000Z https://brival.co/insights/2026/10/forward-deployed-engineer https://brival.co/_astro/forward-deployed-engineer.DYd2bSmb_nC8LB.jpg What Is a Forward-Deployed Engineer? (And Why It Matters Now) A forward-deployed engineer (FDE) is an engineer who works inside the customer’s business: in their meetings, their decisions and with their users. They figure out what the business needs, then build it and ship it. Palantir pioneered the role. With AI, it matters most where a company can’t staff every role. https://www.youtube.com/embed/Mga5YTtxshc 2026-10-28T00:00:00.000Z https://brival.co/insights/2026/10/self-audit-codebase https://brival.co/_astro/self-audit-codebase.Bqu8jPrd_RWhpi.jpg Self-Audit Your Codebase in Under an Hour, Even If You’re Not Technical You can check whether your codebase is in bad shape yourself, in under an hour, with one free AI prompt. It reads your code and nothing else, then grades six foundations: what you have, tests, security, engineering habits, releases and end-to-end tests. Most are close to yes or no. https://www.youtube.com/embed/QUDPQX9hFxM 2026-10-16T00:00:00.000Z https://brival.co/insights/2026/09/building-regulated-software https://brival.co/_astro/building-regulated-software.Dibeiksy_Z2ucwFD.jpg Building in Healthcare or Finance: What You Can’t Add Later (HIPAA, SOC 2, GDPR) Most compliance work in a regulated product can be added whenever you get to it: multi-factor login, background checks, policies, scanning. A smaller part cannot, because it is about the past. Records that are never overwritten, a trail of every access, field-level encryption and separation between clients only count if they were running when the data arrived. https://www.youtube.com/embed/rxsVElcaJAw 2026-09-10T00:00:00.000Z https://brival.co/insights/2026/08/startup-software-development https://brival.co/_astro/startup-software-development.vw-2TAX5_ZfOS5V.jpg Start-up Software Development: 3 Traps and 4 Things You Control Building a first product rarely fails on engineering. It fails in the gap where a founder cannot tell whether the engineering is going well. Three traps account for most of it: building everything because it is cheap, building for a future you cannot see, and building for everyone. Here is what you control instead. https://www.youtube.com/embed/vtr8-PO_CfI 2026-08-21T00:00:00.000Z https://brival.co/insights/2026/08/code-audit-what-it-covers https://brival.co/_astro/code-audit-what-it-covers.CTLCCSRT_MQNqu.jpg What a Code Audit Actually Covers A code audit answers one question: whether your system can carry the weight you are about to put on it - ten times the traffic, an enterprise security review, a due diligence. It reads three things: how the team works, what you actually own, and how the system behaves under load. Not whether the code is “good”. https://www.youtube.com/embed/5o_e2OTNT_s 2026-08-11T00:00:00.000Z https://brival.co/insights/2026/08/building-software-with-ai https://brival.co/_astro/building-software-with-ai.Dx39x37s_ZhVNMo.jpg How AI Changes Every Step of Building Software AI didn’t change how software gets built - it changed what each step costs. Across all seven steps, from strategy to monitoring, work that used to need a budget line now takes hours: research, prototypes, tests, pipelines, reporting. If your team pays for AI tools and you feel no difference, the gap is in the steps, not the tools. https://www.youtube.com/embed/v7uxydI7I4o 2026-08-04T00:00:00.000Z https://brival.co/insights/2026/07/self-learning-apps https://brival.co/_astro/self-learning-apps.ixtKLqxz_NJoEj.jpg Self-Learning Apps: What It Takes for Software to Improve Itself Software that improves itself is buildable sooner than most founders think, but it is not a model you train. It is three levels of readiness: a system agents can operate safely, processes written down instead of living in people’s heads, and a codebase disciplined enough to let an agent ship changes. https://www.youtube.com/embed/hZki2-fUayo 2026-07-31T00:00:00.000Z https://brival.co/insights/2026/07/software-vendor-checklist https://brival.co/_astro/software-vendor-checklist.Cp6lBRPd_1dpQ41.jpg How to Choose a Software Vendor in 2026: The Complete Checklist You will never judge a vendor’s code before you sign — but everything around the code, you can. Seven questions before signing, four things that must be in writing, three signs of a healthy engagement, and three rules for when the vendor leaves. It’s the standard we run our own engagements to. https://www.youtube.com/embed/SKbuPQGGiUY 2026-07-22T00:00:00.000Z https://brival.co/insights/2026/07/modernize-legacy-codebase https://brival.co/_astro/modernize-legacy-codebase.k99xSFbh_2vmEhE.jpg Stabilize, Rebuild, or Start Over? How to Decide What to Do With a Legacy Codebase When a codebase starts holding the business back, you have more than two options. There are four: continue as is, stabilize, strangle incrementally, or a full rebuild. Which one is right has less to do with how bad the code is, and more to do with whether you can change the system while it keeps running. So measure first, then choose. https://www.youtube.com/embed/6NPM7zU5kUM 2026-07-15T00:00:00.000Z https://brival.co/insights/2026/07/software-delivery-flow https://brival.co/_astro/software-delivery-flow.CXckZyLB_Z1OGI77.jpg Why Software Keeps Breaking — and How It Should Be Built Software rarely breaks because your developers are bad — it breaks because there’s no process around the code. This is the Software Delivery Flow: the seven stages, from strategy through monitoring, that turn “hand it to a developer and hope” into a product the business can actually see and steer. https://www.youtube.com/embed/9CkdGTDzfRw 2026-07-05T00:00:00.000Z