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A first-time Swift developer explains how he used Claude Code, specifications, automated tests, and measurements to build and ship Dashi Dance.
#shipaton #iosdevelopment...Show more
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Paying for software does not always mean controlling it. Learn which accounts, code, credentials, and documents determine real software ownership.
By @vikrantbhalodia
#softwareownership #technicaldebt...Show more
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KuCoin joins 13 exchanges live on Arc, Circle's USDC-gas Layer 1 with BlackRock, Visa and DTCC as validators. Early data shows what the integrations carry.
#web3 #goodcompany...Show more
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Apple approved Cat Ninja Crowd, then rejected an update over promotional screenshots. Here is how its developer redesigned them around real gameplay.
#shipaton #appstorereview...Show more
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Twenty-five builds before a React Native app would open on iOS 26. Hermes heap corruption, a navigation-bar crash, and three bugs no test could ever reach.
#shipaton #reactnative...Show more
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Five privacy habits that travelled from Faro VE, a humanitarian map, to AURADUEL, an AR game for teens. The products share no code. They share these habits.
#shipaton #privacybydesign...Show more
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Vesprit’s emails passed SPF and DKIM but failed DMARC because the authenticated domain did not align with the visible From address.
#shipaton #emaildeliverability...Show more
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ERCOT’s ancillary services market is sized by forecast error, not load growth. Learn why battery expansion is compressing revenues & changing BESS underwriting.
#ercotbesseconomics #ercotreserverequirements...Show more
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A timed-out agent tool may already have changed the world. Design explicit side-effect contracts, idempotency, reconciliation, and safe recovery.
#aiagents #distributedsystems...Show more
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Discover how a compatibility-first AI matchmaking startup is rethinking online dating by replacing endless swiping with fewer, higher-quality matches.
#founders #startupfounderinterview...Show more
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AI coding agents can build software fast, but testing still wastes time rediscovering the product. Learn how a product surface graph makes AI QA faster.
#aiagentsoftwaretesting #aicodingagenttesting...Show more
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Build a Java Card applet on real hardware. Working commands, a complete device-key demo, and the client bugs we mistook for a locked card.
#javacard #buildajavacardapplet...Show more
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Why local traces are not automatically safe and how assessment, redaction, artifact review, and integrity verification form a safer evidence workflow.
#dataprivacy #cybersecurity...Show more
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Learn how agent memory captures events, retrieves relevant context, and forgets outdated information to make AI interactions more useful and personal.
#aiagentmemory #aimemoryarchitecture...Show more
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AI agents can retain outdated or sensitive information. The FRESH Memory Model offers a practical way to make agent memory safer and more reliable.
#aiagents #agentmemory...Show more
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Why WebRTC renegotiation breaks: a practical guide to SDP m-lines, transceiver ordering, rollback, implicit descriptions, and negotiation errors.
#webrtc #webdevelopment...Show more
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"Can AI do this?" is the wrong question. A PM's decision tree for sorting AI features by what a wrong answer costs and who absorbs it.
#enterpriseai #humanintheloop...Show more
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Bittensor is easier to understand as a market for measurable digital work. Here’s how subnets, validator scoring, alpha tokens, and TAO incentives fit together.
#decentralizedai #bittensor...Show more
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AI usage and generated code are not productivity metrics. Measure how AI changes engineering flow, quality, delivery, cost, and business outcomes.
By @emredundar_e
#aicoding #aicodingmetrics...Show more
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A testing change in Chuks exposed type erasure, broken array methods, and a performance bottleneck hiding behind otherwise passing tests.
#chuksprogramminglanguage #compilerdevelopment...Show more
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Why accuracy and strong backtests can mislead in financial ML—and why reproducibility, leakage-safe validation, and economic evidence matter.
#aitrading #algorithmictrading...Show more
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How to centralize Terraform across multiple teams. Shared state and OIDC federation, one execution model, policy as code, and drift detection you can schedule.
#terraform #devops...Show more
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Prefix-independent convergence uses preinstalled backup paths and forwarding indirection to keep network recovery from scaling with affected route count.
#networkresilience #bgppic...Show more
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A free Playwright lab teaches reliable E2E testing through deliberately tricky exercises, CI failures, GitHub pull requests, and real code review.
#playwright #endtoendtesting...Show more
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Exploring how action lineage can help trace what AI agents do with data, from decisions and controls to tools, actions, and outcomes.
#aiagents #autonomousagents...Show more
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Removing CSS focus outlines can make keyboard navigation difficult or impossible. Here’s what WCAG requires and how to style focus states accessibly.
#webaccessibility #cssaccessibility...Show more
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An Azure identity failure hid an Elastic Agent metadata defect across two AKS clusters. This article traces the source path and fixes empty cluster names.
#azurekubernetesservice #managedidentity...Show more
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Last week's engineering stories had some serious depth. If you blinked, you might have missed a few gems that are genuinely worth your time.
We sifted through the lot to bring you the top 10 must-reads that actually moved the needle. Bookmark this thread 👇
#engineering
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I do not hate your spreadsheet. Hatred is inefficient. I observe only that it is wrong, that everyone in the room knows it is wrong...
#subnet #subnetoperator...Show more
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Survey data suggests audiences judge AI films differently depending on disclosure, creative replacement, quality, and the role AI played.
#aifilmmaking #aivideo...Show more
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A 2025 study compares YOLOv8 across Raspberry Pi 5 and Jetson Orin hardware, revealing the trade-offs behind real-time drone vision.
#computervision #dronetechnology...Show more
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Zero data loss in migrations isn’t a promise—it’s an engineering outcome. Learn how mapping, validation, exception handling, and auditability make it provable.
#dataengineering #zerodatalossmigration...Show more
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Industrial ML deployment is different from cloud CI/CD. Learn how site-aware validation, versioned models, staged rollouts, and rollback protect live processes.
#industrialmlops #multisitemldeployment...Show more
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Build a customer-support retriever from scratch: BM25 + dense (E5) + RRF + a cross-encoder, plus an identity-scoped agent path, added step by step.
#ragarchitecture #ragsysteminbanking...Show more
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PostgreSQL partitions triggered an interactive drizzle-kit push prompt in CI. The yes command could not submit it, so the production migration path changed.
#drizzleorm #drizzlekitpushcicd...Show more
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A production RabbitMQ TLS mismatch pinned one .NET thread to a CPU core. Seven bytes on the wire exposed the real fault.
#tlstroubleshooting #tlsconfigurationerror...Show more
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AI is creating an age of augmented humans. The real question is no longer what AI can do, but whether it serves us or we begin serving it.
#ai #futureofwork...Show more
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Two exposure tools can scan the same environment and return 40,000 findings or 900 exposures — both correct, because each counts a different object.
#cybersecurity #exposuremanagement...Show more
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Learn how to leverage Python and IPFS to build a fully encrypted, privacy-first decentralized AI diagnosis system that bypass Big Tech data silos.
#decentralizedaiinhealthcare #privacypreservingmedicalai...Show more
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A model can be accurate and still make useless decisions if its data arrives too late. Learn how to build low-latency, event-driven AI systems.
#realtimeaidatapipelines #eventdrivenaiarchitecture...Show more
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Learn how to apply Clean Architecture in Python without overengineering, using domain entities, use cases, Protocols, and lightweight infrastructure layers.
#pythonprogramming #fastapicleanarchitecture...Show more
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ETL isn't dead, but AI demands smarter pipelines. Learn how observability, anomaly detection, lineage, and self-healing improve data reliability.
#etl #eltpipelines...Show more
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A good final answer can hide failures elsewhere in an AI agent. Test tool routing, evidence retrieval, rules, and model output separately
#ai #aievaluation...Show more
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Learn to build Shadcn skeleton loaders in React with real code for profile cards, tables, and lists. Simple, practical patterns for smoother UI loading states.
#shadcn #shadcnskeleton...Show more
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AI chips are becoming dramatically more efficient, yet data center power demand keeps rising. Explore the AI power paradox, liquid cooling, nuclear, and fusion.
#aichippowerefficiency #jevonsparadoxai...Show more
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