In-depth guides on software development, AI integration, and building products with modern technologies.
The shops still running COBOL and JCL are also the shops with the tightest network controls in software. A parser that needs npm install or a cloud API call is dead on arrival there — which is why Legacy Dragon isn't built that way.
Most open-source Claude Code agent repos group agents by technical domain. AgentKits' Marketing Kit groups them by TOFU/MOFU/BOFU instead — a deliberate bet on depth over breadth.
How MinuteAI turns meetings, interviews, and voice memos into text entirely on-device — the model pipeline, the memory constraints, and why none of it touches a server.
Most drawing-management SaaS tools assume your files live in someone else's cloud. For semiconductor and precision manufacturers, that assumption is a non-starter. Here's how Zunavi's architecture makes on-premise the default, not an afterthought.
Zunavi's feature flags don't just turn features on and off — they draw an explicit line between capabilities that are reliable today and ones that are still assistive and require human verification. Here's why that distinction is enforced twice.
The legacy system behind Zunavi tracked the 'latest' drawing revision by deleting and reinserting rows. Here's why that pattern breaks, and how PostgreSQL, Prisma, and a single boolean flag replace it for good.
Why parsing is the bottleneck in legacy modernization projects, and how AST-based tools built for COBOL, JCL, PL/I, and other mainframe-era languages change the economics.
A look at the real git history, commit cadence, and automation behind AityTech's product portfolio — conventional commits, an agent-driven workflow, and where AI-assisted tooling actually pulls its weight.
A closer look at PrivateAI's browser-based OCR, text-to-speech, speech-to-text, background removal, and translation tools — and why none of it touches a server.