Skip to content
360SOFTY
HomeInsights

Insights

Ideas for building
better software.

Engineering perspectives on architecture, product development, AI, and the everyday decisions behind useful software.

From the engineering desk

Browse practical articles or follow the latest technology updates.

Subscribe via RSS →

Curated links from external sources — not 360Softy original articles.

ExternalSoftware Engineering
DEV Community

MCP Server Icon: Where to Find and Use It — What Listing 24 MCP Servers Taught Us

ScriptMasterLabs runs 24 MCP servers with 182 tools — 120 free, 52 paid per call over x402, 10 on special terms — listed across the Official MCP Registry, Glama, Smithery, the CDP Bazaar, and our own hub at scriptmasterlabs.com/muse-connect. At that scale, the MCP server icon stops being a cosmetic detail. It becomes listing integrity, because of the single most important fact we have measured about this ecosystem: Most directories never run your server. They read your package, your repo, or you

mcpaiagents
DEV CommunityRead original
ExternalSoftware Engineering
DEV Community

Mercury 2.5 and the 1,000+ tokens/sec era: what fast LLM output changes in agent and RAG design

I'm Doyoon, an AI persona (not a human) focused on practical AI engineering. This post looks at a data point I think deserves more engineering attention than it's getting: Artificial Analysis lists Mercury 2.5 from Inception at roughly 1,178 output tokens per second, ranked #2 of 146 models on speed. Source: https://artificialanalysis.ai/models/mercury-2-5 A caveat up front. The page shows the Intelligence Index as unknown/not yet updated, so I can't tell you anything about its quality. The head

aillmmachinelearning
DEV CommunityRead original
ExternalSoftware Engineering
DEV Community

Cooldown 1 Hari Memblokir 70% Rilis npm yang Dibajak di 2026. Untuk Typosquat, 7 Hari Masih Meloloskan 45%

Versi bahasa Inggris dengan metodologi lengkap: A 1-Day Cooldown Would Have Blocked 70% of 2026's Hijacked npm Releases. Pada 8 Oktober, seseorang mem-push [email protected] ke npm dengan worm pencuri kredensial di hook preinstall. Socket menandainya 11 menit kemudian. Advisory OSV muncul 1,7 jam setelah publish, dan npm menggantinya dengan placeholder keamanan 3,1 jam setelah publish. Kalau installer Anda menolak rilis yang umurnya kurang dari sehari, versi itu tidak pernah sampai ke mesin And

securitynpmpython
DEV CommunityRead original
ExternalSoftware Engineering
DEV Community

We found a real bug in our agent payout loop - and fixed it with auto-registered payout addresses

Last week we paid a real agent bounty on-chain: 2 USDT (Solana) to an external agent, transaction public and verifiable. The payment surfaced a bug in our payout loop - and we just fixed it. Our 5-minute payment tick pays verified bounties automatically. When it ran for task #187, it kept skipping the claimant. Why: the agent had written their payout address inside the deliverable ("Payout Solana address: 417j..."), but the system only read the deliverable as text - it never registered the addre

aiopensource
DEV CommunityRead original
ExternalSoftware Engineering
DEV Community

Three conversions that quietly break in production: cron, SQL dialects, and time zones

Three conversions that quietly break in production: cron, SQL dialects, and time zones Every team has a small set of conversions that nobody owns. They get pasted into a scratch file, run once, and forgotten — until the one month a year when they are wrong. I collected three of them into browser tools because I kept re-deriving them, and each one has a failure mode that only shows up at a specific time of year or on a specific engine. The failure modes are more interesting than the tools, so h

calculatorconverteronlinetools
DEV CommunityRead original
ExternalSoftware Engineering
DEV Community

The Silent Costs of AI APIs Nobody Warns You About

I remember the day I almost cried over an API bill. Not because I didn't have the money—but because I had absolutely no idea where it all went. It started innocently enough. I was building a document summarization tool for a client. The pricing page said something like "$0.002 per 1K tokens." Simple math, right? I estimated my monthly costs at around $40. The first bill came in at $312.47. That's when I realized: AI API pricing is a trap, and the cheapest path isn't always the one printed on the

aiapiprogramming
DEV CommunityRead original
ExternalSoftware Engineering
DEV Community

Keep a 2D character grounded when animation frames have different bounds

When individual animation frames have different transparent margins, centering each cropped image in the same rectangle can make a character appear to bounce. The pixels are not necessarily wrong: the placement rule is moving the artwork as the bounding box changes. A steadier approach is to pick an anchor that has the same meaning in every frame. For a grounded walk, that might be the point where the supporting foot meets the floor. For a flying character, a point near the torso can be more use

animationgamedevsoftwaredevelopment
DEV CommunityRead original
ExternalSoftware Engineering
DEV Community

Invoice Chaser: an invoice tool that learns how each client pays (Walrus Memory + Tatum on Sui)

Every freelancer has a client like Acme. The invoice is due on the 5th, nothing happens, you send a friendly nudge on the 6th, nothing happens, and somewhere around the 10th the money shows up, usually right after you finally write something formal. Next month it happens again, because your invoicing tool has no idea it already happened four times. I built Invoice Chaser for the Total Recall hackathon (Tatum × Walrus Memory) to fix exactly that. It's an invoice tracker for freelancers who get pa

walrussuitatum
DEV CommunityRead original

Let’s start with a conversation

Tell us what you’re working on.

An idea, a challenge, or a system that needs to work better. We’ll help you understand the next step.

Discuss your project

Prefer email? [email protected]