https://www.tdeekens.name/blogroll A collection of blog posts I enjoyed reading and found worth sharing. en Thu, 28 May 2026 14:17:30 GMT https://www.raycast.com/blog/a-technical-deep-dive-into-the-new-raycast https://www.raycast.com/blog/a-technical-deep-dive-into-the-new-raycast Wed, 27 May 2026 20:31:10 GMT Raycast A hybrid architecture pairing native shells with React shows web technology can deliver desktop feel without Chromium bloat. Cross-platform parity came from intentional choices about feel, not framework selection. frontend engineering https://simonwillison.net/2026/May/19/5-minute-llms/ https://simonwillison.net/2026/May/19/5-minute-llms/ Wed, 27 May 2026 20:31:10 GMT Simon Willison Coding agents crossed into production-ready reliability while open-weight models exceeded expectations on consumer hardware. Model leadership shifted across providers five times in six months. ai https://newsletter.eng-leadership.com/p/how-to-avoid-ai-code-slop https://newsletter.eng-leadership.com/p/how-to-avoid-ai-code-slop Wed, 27 May 2026 20:31:10 GMT Eng Leadership AI-generated code passes the eye test while hiding subtle logical errors. Documenting intent before generation and automating surface checks catches design issues earlier than waiting on code review to find them. ai engineering https://www.wheresyoured.at/ai-is-too-expensive/ https://www.wheresyoured.at/ai-is-too-expensive/ Wed, 27 May 2026 20:31:10 GMT Ed Zitron Hyperscalers burned hundreds of billions on AI infrastructure without a clear path to profitability. Enterprise spend lacks measurable ROI, exposing the gap between executive narrative and what the unit economics actually support. ai https://andiroberts.com/citizenship/prosocial-behaviour-contagion-citizenship-leadership https://andiroberts.com/citizenship/prosocial-behaviour-contagion-citizenship-leadership Wed, 27 May 2026 20:31:10 GMT Andi Roberts Individual actions propagate through social networks up to three degrees of separation. Modeling citizenship through visible behavior shifts organizational norms more reliably than any policy mandate. leadership https://www.hollandtech.net/claude-is-not-your-architect https://www.hollandtech.net/claude-is-not-your-architect Wed, 27 May 2026 20:31:10 GMT Holland Tech AI agents are strong implementers but lack accountability and contextual judgment for the decisions that actually matter. Human debate about constraints and trade-offs still produces better architecture than deferring to confident but ungrounded machine output. ai leadership https://blog.rman.dev/year-in-open-source/ https://blog.rman.dev/year-in-open-source/ Wed, 27 May 2026 20:31:10 GMT rman.dev Consistent contribution and visible work in open source accelerates growth past traditional career paths. Communication and community engagement earn recognition and responsibility faster than corporate ladders measure them. career engineering https://simonwillison.net/2026/May/14/not-so-locked-in/ https://simonwillison.net/2026/May/14/not-so-locked-in/ Wed, 27 May 2026 20:31:10 GMT Simon Willison Coding agents drop the cost of porting between languages, turning stack choices from permanent lock-in into manageable technical debt. Bun's Zig to Rust migration hints at how fluid these decisions become. ai engineering https://www.williamangel.net/blog/2026/05/17/offline-llm-energy-use.html https://www.williamangel.net/blog/2026/05/17/offline-llm-energy-use.html Wed, 27 May 2026 20:31:10 GMT William Angel Local LLM inference on Apple Silicon costs roughly 3x more per token than cloud providers once hardware depreciation is included. Speed and privacy, not raw cost, are what justify keeping inference on the machine. ai engineering https://about.gitlab.com/blog/gitlab-act-2/ https://about.gitlab.com/blog/gitlab-act-2/ Wed, 27 May 2026 20:31:10 GMT GitLab GitLab restructures around five architectural bets and flattens hierarchies to position itself for machine-directed development. The premise is that agentic software construction requires fundamental platform redesign, not AI bolted on the side. leadership engineering https://james-pritchard.com/blog/llms-are-functions https://james-pritchard.com/blog/llms-are-functions Wed, 27 May 2026 20:31:10 GMT James Pritchard Treating language models as autonomous agents adds latency and unpredictability. Typed input-output functions enable testability, composability, and debugging at lower cost than agentic workflows trying to reason their way to the same result. ai engineering https://ajeygore.in/content/the-anatomy-of-an-ai-native-org https://ajeygore.in/content/the-anatomy-of-an-ai-native-org Wed, 27 May 2026 20:31:10 GMT Ajey Gore AI collapses the translation layer between strategy and execution, eating most middle-management coordination. The 'what' expands while the 'how' shrinks, leaving judgment-heavy engineering and product roles as the only ones that scale. ai leadership https://www.corporate-rebels.com/blog/social-loafing https://www.corporate-rebels.com/blog/social-loafing Wed, 27 May 2026 20:31:10 GMT Corporate Rebels Group effort drops predictably as team size grows, an effect Ringelmann measured a century ago. Small autonomous units, radical transparency, and peer accountability counter it better than adding hierarchical oversight. leadership https://newsletter.eng-leadership.com/p/how-to-use-critical-chain-methodology https://newsletter.eng-leadership.com/p/how-to-use-critical-chain-methodology Wed, 27 May 2026 20:31:10 GMT Eng Leadership Critical chain pools task buffers at the project level instead of padding individual estimates. Cutting estimates in half and tracking buffer consumption against progress surfaces scope creep weeks earlier than burndown charts. leadership engineering https://www.antmurphy.me/newsletter/fix-delivery-first https://www.antmurphy.me/newsletter/fix-delivery-first Wed, 27 May 2026 20:31:10 GMT Ant Murphy Discovery, OKRs, and AI rarely help a struggling product org until delivery works. Slow release cycles and accumulated tech debt are the actual bottleneck, and everything strategic downstream treats symptoms instead of cause. leadership engineering https://learn.thedesignsystem.guide/p/the-design-system-advantage-is-memory https://learn.thedesignsystem.guide/p/the-design-system-advantage-is-memory Wed, 27 May 2026 20:31:10 GMT The Design System Guide Design system value lives in accessible organizational memory, not in the tooling. Agents make confident mistakes when decision history scatters across Slack and ADRs. Structure data and governance first, then layer orchestration on top. frontend ai https://avivbenyosef.com/you-taught-the-company-to-overload-you/ https://avivbenyosef.com/you-taught-the-company-to-overload-you/ Wed, 27 May 2026 20:31:10 GMT Aviv Ben-Yosef Leaders who always say yes erase their own judgment and train the organization to keep demanding more. Making commitment costs visible and holding operational boundaries breaks the loop before it becomes the role. leadership https://corrode.dev/learn/migration-guides/go-to-rust/ https://corrode.dev/learn/migration-guides/go-to-rust/ Wed, 27 May 2026 20:31:10 GMT corrode Go validates at runtime through discipline and tools. Rust encodes correctness into compile-time types that prevent entire categories of bugs. The trade is steeper upfront complexity for dramatically fewer production incidents. engineering https://martinfowler.com/articles/sensors-for-coding-agents.html https://martinfowler.com/articles/sensors-for-coding-agents.html Wed, 27 May 2026 20:31:10 GMT Martin Fowler Coding agents produce better code when given real-time feedback loops like linting, dependency rules, and mutation testing. Computational analysis catches mechanics; semantic issues across files still need LLM interpretation to surface. ai engineering https://newsletter.pragmaticengineer.com/p/state-of-the-job-market-2026 https://newsletter.pragmaticengineer.com/p/state-of-the-job-market-2026 Wed, 27 May 2026 20:31:10 GMT Gergely Orosz Tech hiring growth diverges by geography. The US and UK expanded while Germany and France contracted. AI engineering roles surged 50 to 100% at major firms, outpacing general software engineer recruitment. ai career https://evilmartians.com/chronicles/ai-assisted-engineers-are-burning-out-is-this-fine https://evilmartians.com/chronicles/ai-assisted-engineers-are-burning-out-is-this-fine Wed, 27 May 2026 20:31:10 GMT Evil Martians Code generation compresses work into shorter timeframes but concentrates cognitive load, replacing craft satisfaction with reviews and iteration. More output ships, less fulfillment remains, and burnout follows the density of thinking, not the hours. ai career https://cutlefish.substack.com/p/tbm-422-exception-presence-delegation https://cutlefish.substack.com/p/tbm-422-exception-presence-delegation Wed, 27 May 2026 20:31:10 GMT John Cutler Three management motions form one system. Exceptions flag deviations, presence transfers tacit knowledge, delegation pushes authority to local expertise. Run any of them alone and you get dashboards no one reads or leaders trapped in every meeting. leadership https://mastrojs.github.io/blog/2026-05-23-is-AI-causing-a-repeat-of-frontends-lost-decade/ https://mastrojs.github.io/blog/2026-05-23-is-AI-causing-a-repeat-of-frontends-lost-decade/ Wed, 27 May 2026 20:31:10 GMT Mastro AI abstracts away manual coding the way frameworks abstracted browser mechanics, lowering both skill requirements and worker leverage. Leaky abstractions resurface when the tooling fails, and understanding the layer below stays non-negotiable. ai frontend https://css-tricks.com/the-state-of-css-centering-in-2026/ https://css-tricks.com/the-state-of-css-centering-in-2026/ Wed, 27 May 2026 20:31:10 GMT CSS-Tricks Centering looks simple but demands different analysis across Flexbox, Grid, and positioning. Modern properties like text-box and anchor-center finally close the historical precision gaps that older recipes papered over. frontend https://www.jamesshore.com/v2/blog/2026/you-need-ai-that-reduces-your-maintenance-costs https://www.jamesshore.com/v2/blog/2026/you-need-ai-that-reduces-your-maintenance-costs Thu, 14 May 2026 19:34:42 GMT James Shore Productivity gains turn into permanent indenture if maintenance cost rises with output. Doubling code volume without halving its long-term cost leaves teams trapped under their own velocity. ai engineering https://nair.sh/guides-and-opinions/communicating-your-expertise/why-senior-developers-fail-to-communicate-their-expertise https://nair.sh/guides-and-opinions/communicating-your-expertise/why-senior-developers-fail-to-communicate-their-expertise Thu, 14 May 2026 19:34:42 GMT Nair Seniors talk in complexity while the business talks in uncertainty. Reframing expertise as a solution to speed problems shifts seniors from objectors into editors of rapid AI-generated output. leadership career https://ossresistance.com/ https://ossresistance.com/ Thu, 14 May 2026 19:34:42 GMT Open Source Resistance Maintainers should treat OSS work on company time as legitimate professional work, not a side hustle. A direct-action stance on balancing corporate value extraction with maintainer sustainability. engineering https://monokai.com/articles/how-i-moved-my-digital-stack-to-europe/ https://monokai.com/articles/how-i-moved-my-digital-stack-to-europe/ Thu, 14 May 2026 19:34:42 GMT Monokai European infrastructure providers run at production quality for most workloads. A two-month migration shows sovereignty is feasible; keep US services only where the context-specific advantage outweighs the cost. engineering https://miren.dev/blog/agile-in-the-age-of-ai/ https://miren.dev/blog/agile-in-the-age-of-ai/ Thu, 14 May 2026 19:34:42 GMT Miren AI authors code at scale while humans shift to editor and director. The constraint is not technology but the human cognitive ceiling and the 24/7 pressure that erodes Agile's core principle. ai leadership https://learnings.aleixmorgadas.dev/p/common-engineering-strategy-failure https://learnings.aleixmorgadas.dev/p/common-engineering-strategy-failure Thu, 14 May 2026 19:34:42 GMT Aleix Morgadas Technical decisions dominate engineering strategy while human alignment, communication, and realistic planning get skipped. Execution lives in those overlooked organizational factors, not the architecture diagram. engineering leadership https://blog.jgefroh.com/p/being-strategic https://blog.jgefroh.com/p/being-strategic Thu, 14 May 2026 19:34:42 GMT J. Gefroh Strategic thinking is a teachable progression of analytical habits, not an innate trait that separates executives from managers. Moving up requires unlearning the habits that worked one level down. leadership career https://mikefisher.substack.com/p/build-the-right-thing https://mikefisher.substack.com/p/build-the-right-thing Thu, 14 May 2026 19:34:42 GMT Mike Fisher Premature financial validation kills discovery. Early-stage product needs financials as guardrails, not goals, so teams optimize for customer outcomes instead of spreadsheet output. leadership https://ben.balter.com/2026/04/27/the-brag-doc/ https://ben.balter.com/2026/04/27/the-brag-doc/ Thu, 14 May 2026 19:34:42 GMT Ben Balter A weekly five-minute record of impact protects your work from recency bias and review-cycle amnesia. Product-manage your career using shipped outcomes, not memory. career leadership https://mikemcquaid.com/sandboxed-agent-worktrees-my-coding-and-ai-setup-in-2026/ https://mikemcquaid.com/sandboxed-agent-worktrees-my-coding-and-ai-setup-in-2026/ Thu, 14 May 2026 19:34:42 GMT Mike McQuaid Stop babysitting one agent at a time. Sandboxes let them run wild safely and git worktrees let them run in parallel, trading more tokens for measurable velocity. ai engineering https://rdel.substack.com/p/rdel-141-how-can-engineering-leaders https://rdel.substack.com/p/rdel-141-how-can-engineering-leaders Thu, 14 May 2026 19:34:42 GMT Research-Driven Engineering Leadership AI amplifies the system you already have rather than fixing it. Expect a productivity dip over three months before compounding gains arrive, with realistic first-year ROI around 39%. ai leadership https://slack.engineering/managing-context-in-long-run-agentic-applications/ https://slack.engineering/managing-context-in-long-run-agentic-applications/ Mon, 11 May 2026 11:50:47 GMT Slack Engineering Multi-agent systems collapse under accumulated message history. Slack uses structured journals, credibility scoring, and consolidated timelines to keep coherence across hundreds of requests without passing raw history forward. ai engineering https://blog.kevingoldsmith.com/2026/04/29/the-shift-to-managing-managers/ https://blog.kevingoldsmith.com/2026/04/29/the-shift-to-managing-managers/ Mon, 11 May 2026 11:50:47 GMT Kevin Goldsmith Hands-on managers who keep solving problems directly stall the layer below them. The lever shifts to enabling other managers through shared context, multiplying impact precisely when you step away. leadership https://christophermeiklejohn.com/ai/personal/phish/flow/agents/2026/05/03/rift.html https://christophermeiklejohn.com/ai/personal/phish/flow/agents/2026/05/03/rift.html Mon, 11 May 2026 11:50:47 GMT Christopher Meiklejohn Thirty years of writing code with Phish on dissolved when managing agents replaced hands-on work. The trade buys leverage but surfaces a harder question: where does flow live in a queue-driven workflow? ai career https://newsletter.manager.dev/p/managing-a-team-that-didn-t-choose-you https://newsletter.manager.dev/p/managing-a-team-that-didn-t-choose-you Mon, 11 May 2026 11:50:47 GMT Anton Zaides The 30-60-90 onboarding plan breaks on inherited teams. Reading context first, fractured morale, structural gaps, unmet needs, beats imposing a template that ignores what's already there. leadership https://inside-react.vercel.app/blog/how-react-streams-ui-out-of-order https://inside-react.vercel.app/blog/how-react-streams-ui-out-of-order Mon, 11 May 2026 11:50:47 GMT Sankalpa Acharya React decouples delivery from completion. Fast components ship immediately with placeholder markers while slow resolvers fill in asynchronously, turning streaming into a composition primitive. frontend https://www.dbreunig.com/2026/05/04/10-lessons-for-agentic-coding.html https://www.dbreunig.com/2026/05/04/10-lessons-for-agentic-coding.html Mon, 11 May 2026 11:50:47 GMT Drew Breunig When code is cheap, the moat shifts. Value lives in identifying genuinely hard problems and navigating their complexity, not in automating trivial generation. ai engineering https://alifeengineered.substack.com/p/4-behaviors-that-make-you-look-junior https://alifeengineered.substack.com/p/4-behaviors-that-make-you-look-junior Mon, 11 May 2026 11:50:47 GMT A Life Engineered Visible irritation, emotional bleed, defensive responses, and pessimism erode credibility faster than weak work. Composure under stress is the signal senior looks like from the outside. career leadership https://lucumr.pocoo.org/2026/5/8/local-models/ https://lucumr.pocoo.org/2026/5/8/local-models/ Mon, 11 May 2026 11:50:47 GMT Armin Ronacher Local inference fails on fragmentation, not capability. Picking one configuration and treating every failure as a product bug builds confidence faster than chasing breadth across hardware and models. ai engineering https://kevingoldsmith.substack.com/p/becoming-a-business-leader-not-just https://kevingoldsmith.substack.com/p/becoming-a-business-leader-not-just Mon, 11 May 2026 11:50:47 GMT Kevin Goldsmith Senior engineers plateau at the business fluency ceiling, not the technical one. Translating technical choices into revenue impact and customer consequence is the work that earns a seat at the table. leadership https://blog.incrementalforgetting.tech/p/the-tech-pendulum https://blog.incrementalforgetting.tech/p/the-tech-pendulum Mon, 11 May 2026 11:50:47 GMT Incremental Forgetting Trade-offs are permanent, not solvable, so teams oscillate instead of settling. Healthier course corrections come from watching direction of movement, not chasing the next opposite. engineering leadership https://tannerlinsley.com/posts/projecting-react https://tannerlinsley.com/posts/projecting-react Mon, 11 May 2026 11:50:47 GMT Tanner Linsley React's API becomes a specification, not the implementation. An AI-generated lightweight variant lands ~9KB client and 2-3x faster SSR by treating the API surface as a target rather than a source. frontend engineering https://certificates.dev/blog/accessibility-in-react-common-mistakes-and-how-to-fix-them https://certificates.dev/blog/accessibility-in-react-common-mistakes-and-how-to-fix-them Mon, 11 May 2026 11:50:47 GMT Certificates.dev Semantic HTML, proper labels, focus management in SPAs, and live regions cover most accessibility failures. Native elements do the work for free. frontend engineering https://hacks.mozilla.org/2026/05/behind-the-scenes-hardening-firefox/ https://hacks.mozilla.org/2026/05/behind-the-scenes-hardening-firefox/ Mon, 11 May 2026 11:50:47 GMT Mozilla Hacks AI-powered bug hunting surfaced 271 Firefox vulnerabilities by steering agents to generate and validate hypotheses. Models finally got capable enough to separate signal from slop. ai engineering https://larahogan.me/blog/why-cant-they-just-revisited/ https://larahogan.me/blog/why-cant-they-just-revisited/ Mon, 11 May 2026 11:50:47 GMT Lara Hogan Frustration masks incomplete context. Leaders shift the question toward collaborative problem-solving, acknowledging real constraints while identifying where influence actually exists. leadership https://unix.foo/posts/local-ai-needs-to-be-norm/ https://unix.foo/posts/local-ai-needs-to-be-norm/ Mon, 11 May 2026 11:50:47 GMT unix.foo On-device AI eliminates vendor dependencies, privacy baggage, and network fragility. You build trust by not needing a privacy policy in the first place. ai engineering https://randsinrepose.com/archives/sometimes-your-job-is-to-get-in-the-way/ https://randsinrepose.com/archives/sometimes-your-job-is-to-get-in-the-way/ Mon, 11 May 2026 11:50:47 GMT Rands Effective leadership demands knowing when to step back and when to decisively intervene. The discipline is not picking a stance, it is recognizing which moment you are in. leadership https://medium.com/wix-engineering/the-ai-coding-agent-manifesto-c8f61629d677 https://medium.com/wix-engineering/the-ai-coding-agent-manifesto-c8f61629d677 Sun, 03 May 2026 13:20:34 GMT Wix Engineering Generation speed is no longer the bottleneck. Production-grade agent work shifts focus to verification, explicit contracts, and architectural clarity the agent can actually execute. ai engineering https://frederickvanbrabant.com/blog/2026-04-04-whats-in-it-for-me-architecture/ https://frederickvanbrabant.com/blog/2026-04-04-whats-in-it-for-me-architecture/ Sun, 03 May 2026 13:20:34 GMT Frederick Vanbrabant Technical excellence alone does not ship. Architects succeed by reading stakeholder motivations and building credibility with decision-makers, not by drawing better diagrams. leadership engineering https://www.bonnycode.com/posts/where-feedback-goes-to-die/ https://www.bonnycode.com/posts/where-feedback-goes-to-die/ Sun, 03 May 2026 13:20:34 GMT BonnyCode Feedback turns actionable only when leaders stop judging and start listening. Real change requires earning trust through curiosity, not defending against the signal. leadership https://davegriffith.substack.com/p/why-isnt-everything-different-yet https://davegriffith.substack.com/p/why-isnt-everything-different-yet Sun, 03 May 2026 13:20:34 GMT Dave Griffith Transformative technology takes decades to reshape society. AI is moving faster than historical norms yet still feels glacial because expectations outpace physics. ai https://huggingface.co/blog/lightonai/colgrep-lateon-code https://huggingface.co/blog/lightonai/colgrep-lateon-code Sun, 03 May 2026 13:20:34 GMT LightOn AI LightOn shipped semantic code search models that beat much larger alternatives, plus ColGrep for local hybrid search. Agents find relevant code measurably faster. ai engineering https://isayeter.com/posts/digitalocean-to-hetzner-migration/ https://isayeter.com/posts/digitalocean-to-hetzner-migration/ Sun, 03 May 2026 13:20:34 GMT Ismail Sayeter A zero-downtime migration of 248 GB of MySQL, 34 Nginx sites, GitLab, and Neo4j cuts the bill by 84%. Cloud pricing turns inefficient fast once your workload stops being spiky. engineering https://lawsofsoftwareengineering.com/ https://lawsofsoftwareengineering.com/ Sun, 03 May 2026 13:20:34 GMT Laws of Software Engineering A catalog of principles covering architecture, teams, and decision-making. Read together they reveal that software reflects organizational structure and human constraints more than technology. engineering https://news.theuncommonexecutive.com/p/feelings-over-logic https://news.theuncommonexecutive.com/p/feelings-over-logic Sun, 03 May 2026 13:20:34 GMT The Uncommon Executive AI commoditizes knowledge and makes raw intellect table stakes. Leaders now differentiate on emotional wisdom, ethical judgment, and creativity, the parts algorithms still miss. leadership ai https://ky.fyi/posts/ai-burnout https://ky.fyi/posts/ai-burnout Sun, 03 May 2026 13:20:34 GMT ky.fyi AI saturation breeds exhaustion, not from the tools but from unreviewed code and pressure to adopt without consent. The burnout here is grief over the field's abandoned ideals. ai career https://blog.railway.com/p/moving-railways-frontend-off-nextjs https://blog.railway.com/p/moving-railways-frontend-off-nextjs Sun, 03 May 2026 13:20:34 GMT Railway Railway swapped Next.js for Vite plus TanStack Router and cut build times from 10+ minutes to under two. Framework choice matters more than hype when iteration speed is the moat. frontend https://www.koshyjohn.com/blog/ai-should-elevate-your-thinking-not-replace-it/ https://www.koshyjohn.com/blog/ai-should-elevate-your-thinking-not-replace-it/ Sun, 03 May 2026 13:20:34 GMT Koshy John AI removes drudgery, but outsourcing understanding creates a quiet intellectual dependency. Judgment and adaptability stay irreplaceable; tools can only extend them. ai career https://saschb2b.com/blog/react-compiler-year-in-review https://saschb2b.com/blog/react-compiler-year-in-review Sun, 03 May 2026 13:20:34 GMT Sasha Baranov Eighteen months in, the compiler auto-memoizes components and retires an entire bug class. Greenfield adoption is smooth; brownfield migrations still surface the rough edges. frontend https://www.wheresyoured.at/ais-economics-dont-make-sense/ https://www.wheresyoured.at/ais-economics-dont-make-sense/ Sun, 03 May 2026 13:20:34 GMT Ed Zitron Subscription pricing has been hiding the real per-token cost of AI products. As billing shifts to usage-based, the unit economics underneath the industry start to unravel. ai https://haacked.com/archive/2026/03/25/resolve-merge-conflicts/ https://haacked.com/archive/2026/03/25/resolve-merge-conflicts/ Sun, 03 May 2026 13:20:34 GMT Phil Haack Structural merging via mergiraf plus a Claude Code skill turns conflict resolution into a workflow, not a slog. Tools handle syntax-aware merges so you only weigh in on genuine ambiguity. engineering https://olczyk.substack.com/p/the-state-of-engineering-management https://olczyk.substack.com/p/the-state-of-engineering-management Sun, 03 May 2026 13:20:34 GMT Olczyk The middle layer of facilitation roles got squeezed as AI absorbed coordination work. Surviving engineering management demands either deep technical involvement or strategic portfolio leadership. leadership engineering https://mitchellh.com/writing/ghostty-leaving-github https://mitchellh.com/writing/ghostty-leaving-github Sun, 03 May 2026 13:20:34 GMT Mitchell Hashimoto A long-time GitHub user moves off the platform after repeated reliability failures in PRs, issues, and Actions. The pain point is the surrounding infrastructure, not git. engineering https://news.theuncommonexecutive.com/p/how-to-be-direct-and-strategic https://news.theuncommonexecutive.com/p/how-to-be-direct-and-strategic Sun, 03 May 2026 13:20:34 GMT The Uncommon Executive Directness without strategy is just venting. Reading current beliefs and emotional impact before framing your message is what makes the same words actually land. leadership https://crstanier.medium.com/a-product-managers-guide-to-painted-door-tests-a1a5de33b473 https://crstanier.medium.com/a-product-managers-guide-to-painted-door-tests-a1a5de33b473 Sun, 03 May 2026 13:20:34 GMT C.R. Stanier Painted-door tests gauge demand without engineering investment by showing fake features and measuring take-rate. A binary signal beats intuition before you commit resources. leadership engineering https://donottrack.sh/ https://donottrack.sh/ Sun, 03 May 2026 13:20:34 GMT DO_NOT_TRACK One environment variable replaces a patchwork of per-tool telemetry opt-outs. A single standard for CLI and TUI tools to respect user intent without bespoke flags. engineering https://simonwillison.net/2026/Apr/24/deepseek-v4/ https://simonwillison.net/2026/Apr/24/deepseek-v4/ Sun, 03 May 2026 13:20:34 GMT Simon Willison DeepSeek V4-Pro and V4-Flash hit competitive frontier performance while undercutting price dramatically. Flash undercuts GPT-5.4 Nano, Pro undercuts every flagship. ai https://annievella.com/posts/finding-comfort-in-the-uncertainty/ https://annievella.com/posts/finding-comfort-in-the-uncertainty/ Sat, 18 Apr 2026 12:17:45 GMT Annie Vella Forty of the sharpest minds in software gathered to map the AI-shaped future. The biggest takeaway. Nobody has it figured out, and that shared uncertainty is oddly the most useful answer. ai career https://alifeengineered.substack.com/p/what-i-learned-from-nearly-1000-interviews https://alifeengineered.substack.com/p/what-i-learned-from-nearly-1000-interviews Sat, 18 Apr 2026 12:17:45 GMT A Life Engineered A decade as an Amazon Bar Raiser, distilled into what actually separates strong candidates from the rest. Signal beats polish, and most interviewers look for the wrong things. leadership career https://medium.com/@mbarrena/evaluating-genai-features-in-enterprise-software-requires-a-human-touch-9ab4a7f0fabf https://medium.com/@mbarrena/evaluating-genai-features-in-enterprise-software-requires-a-human-touch-9ab4a7f0fabf Sat, 18 Apr 2026 12:17:45 GMT Mario Barrena Automated benchmarks miss what actually matters in enterprise GenAI. Real quality signals come from humans in the loop, not leaderboards. ai engineering https://github.blog/engineering/architecture-optimization/the-uphill-climb-of-making-diff-lines-performant/ https://github.blog/engineering/architecture-optimization/the-uphill-climb-of-making-diff-lines-performant/ Sat, 18 Apr 2026 12:17:45 GMT GitHub Engineering GitHub rebuilt diff rendering and found the win was not smarter code but less of it. The fastest path to performance often runs through simplicity. engineering frontend https://lucumr.pocoo.org/2026/4/11/the-center-has-a-bias/ https://lucumr.pocoo.org/2026/4/11/the-center-has-a-bias/ Sat, 18 Apr 2026 12:17:45 GMT Armin Ronacher The middle ground on AI isn't neutral. It's occupied by people who actually used the tools long enough to judge them. Non-use is not the same as balance. ai leadership https://aisle.com/blog/ai-cybersecurity-after-mythos-the-jagged-frontier https://aisle.com/blog/ai-cybersecurity-after-mythos-the-jagged-frontier Sat, 18 Apr 2026 12:17:45 GMT Stanislav Fort Cybersecurity capability in LLMs is jagged. It does not scale smoothly with size, generation, or price. Small open-weights models matched a flagship on the same FreeBSD exploit at a fraction of the cost. ai engineering https://www.viktorcessan.com/the-economics-of-software-teams/ https://www.viktorcessan.com/the-economics-of-software-teams/ Sat, 18 Apr 2026 12:17:45 GMT Viktor Cessan A team of eight engineers burns roughly 4,000 euros per working day, yet most organizations have no visibility into that number or what it takes to break even. Two decades of structural blindness now collides with the arrival of LLMs. leadership engineering https://yanivpreiss.com/2026/03/29/9-stupid-power-moves-managers-make-and-the-damage-they-leave-behind/ https://yanivpreiss.com/2026/03/29/9-stupid-power-moves-managers-make-and-the-damage-they-leave-behind/ Sat, 18 Apr 2026 12:17:45 GMT Yaniv Preiss Power moves spring from insecurity, not authority, and they quietly corrode trust. Nine common ones and the damage each leaves behind. leadership https://inside-react.vercel.app/blog/how-does-react-fiber-render-your-ui https://inside-react.vercel.app/blog/how-does-react-fiber-render-your-ui Sat, 18 Apr 2026 12:17:45 GMT Sankalpa Acharya Recursive rendering blocks the browser. Fiber slices work into ~5ms chunks so the main thread stays responsive. A walk through the linked-list tree of fiber nodes that powers interruptible reconciliation. frontend https://willybrauner.com/journal/signal-the-push-pull-based-algorithm https://willybrauner.com/journal/signal-the-push-pull-based-algorithm Sat, 18 Apr 2026 12:17:45 GMT Willy Brauner Signals power Solid, Vue, and modern reactivity, yet few devs can explain their internals. Pushes notify downward, pulls re-evaluate upward, and together they keep reactive graphs efficient. frontend engineering https://tkdodo.eu/blog/the-vertical-codebase https://tkdodo.eu/blog/the-vertical-codebase Sat, 18 Apr 2026 12:17:45 GMT Dominik Dorfmeister Organizing code by technical layer scales poorly once features cross boundaries. Slicing vertically by feature keeps related code colocated, reduces cross-cutting churn, and makes ownership obvious. frontend engineering https://developer.mozilla.org/en-US/blog/mdn-front-end-deep-dive/ https://developer.mozilla.org/en-US/blog/mdn-front-end-deep-dive/ Sat, 18 Apr 2026 12:17:45 GMT Leo McArdle MDN rebuilt its frontend and unpacks the why. Lit-powered web components replace a tangle of four git repos, cutting friction for authors of interactive examples. frontend engineering https://newsletter.manager.dev/p/dropping-sprints-a-year-with-shape-up https://newsletter.manager.dev/p/dropping-sprints-a-year-with-shape-up Sat, 18 Apr 2026 12:17:45 GMT Anton Zaides One year after ditching Scrum for Shape Up, the team moved from maintenance mode to high output with happier engineers. Fixed time with variable scope beat the sprint treadmill. leadership engineering https://blog.jcoglan.com/2026/03/23/uses-for-nested-promises/ https://blog.jcoglan.com/2026/03/23/uses-for-nested-promises/ Sat, 18 Apr 2026 12:17:45 GMT James Coglan Promise.then() implicitly flattens nested promises, a choice that lost functional programmers the Promises/A+ debate but won on convenience. Real concurrency control code reveals rare but legitimate uses for keeping the nesting intact. engineering frontend https://tanstack.com/blog/react-server-components https://tanstack.com/blog/react-server-components Sat, 18 Apr 2026 12:17:45 GMT Tanner Linsley RSCs became a paradigm you orbit around, not a primitive you reach for. TanStack reframes them as just streams of data the client fetches, caches, and composes. Powerful primitives lose their leverage the moment a framework makes them mandatory. frontend engineering https://comptime.js.org/ https://comptime.js.org/ Wed, 08 Apr 2026 20:28:03 GMT Comptime Move computation from runtime to build time. A Vite plugin that evaluates TypeScript expressions at compile time for smaller bundles and better performance. frontend https://abseil.io/resources/swe-book/html/ch22.html https://abseil.io/resources/swe-book/html/ch22.html Wed, 08 Apr 2026 20:28:03 GMT Google Engineering Google's testing playbook: test size taxonomy, test selection strategies, and how to scale CI/CD without creating brittleness or slow feedback loops. engineering https://github.com/humanlayer/advanced-context-engineering-for-coding-agents/blob/main/ace-fca.md https://github.com/humanlayer/advanced-context-engineering-for-coding-agents/blob/main/ace-fca.md Wed, 08 Apr 2026 20:28:03 GMT HumanLayer Agents reason better with structured context. How to engineer context quality so agents understand code intent and constraints. ai https://bigmedium.com/ideas/design-system-pace-layers-slow-fast.html https://bigmedium.com/ideas/design-system-pace-layers-slow-fast.html Wed, 08 Apr 2026 20:28:03 GMT Josh Clark Design systems should move slower than the products they serve, yet still enable rapid iteration. How deliberate pace prevents bottlenecks. frontend https://bigmedium.com/ideas/design-system-ecosystem.html https://bigmedium.com/ideas/design-system-ecosystem.html Wed, 08 Apr 2026 20:28:03 GMT Brad Frost A mature design system isn't a library, it's an ecosystem. How components, tokens, and governance scale across complex organizations. frontend https://leadership.garden/knowledge-silos/ https://leadership.garden/knowledge-silos/ Wed, 08 Apr 2026 20:28:03 GMT Leadership Garden Knowledge silos compound every other technical debt. Practical strategies to identify and break them down before they paralyze your team. engineering leadership https://refactoring.fm/p/how-to-get-started-with-engineering https://refactoring.fm/p/how-to-get-started-with-engineering Wed, 08 Apr 2026 20:28:03 GMT Refactoring Skip the metrics theater. How to design a minimal, effective process that uses the right metrics to drive real improvements in engineering productivity. engineering https://jacobian.org/2024/jul/12/lnt-for-engineering-leadership/ https://jacobian.org/2024/jul/12/lnt-for-engineering-leadership/ Wed, 08 Apr 2026 20:28:03 GMT Jacob Kaplan-Moss Apply wilderness ethics to engineering leadership: leave systems cleaner than you found them, minimize your footprint, and respect the team's capacity. leadership https://review.firstround.com/unexpected-anti-patterns-for-engineering-leaders-lessons-from-stripe-uber-carta/ https://review.firstround.com/unexpected-anti-patterns-for-engineering-leaders-lessons-from-stripe-uber-carta/ Wed, 08 Apr 2026 20:28:03 GMT Will Larson What looks like a management mistake often works surprisingly well. Larson challenges three conventional anti-patterns that actually drive results at high-performing companies. leadership https://danluu.com/corp-eng-blogs/ https://danluu.com/corp-eng-blogs/ Wed, 08 Apr 2026 20:28:03 GMT Dan Luu Great corporate engineering blogs share specific technical insights rather than abstract principles. They succeed by writing about real problems and trade-offs. engineering https://jackdanger.com/technical-debt-financing/ https://jackdanger.com/technical-debt-financing/ Wed, 08 Apr 2026 20:28:03 GMT Jack Danger Technical debt is a strategic tool for CTOs, not a burden to minimize. When managed intentionally as a financing mechanism, it accelerates delivery without sacrificing velocity. engineering https://theengineeringmanager.substack.com/p/solving-staffing-challenges-with https://theengineeringmanager.substack.com/p/solving-staffing-challenges-with Wed, 08 Apr 2026 20:28:03 GMT The Engineering Manager Rather than top-down reorganization, solve staffing problems from the inside out using concentric circles to progressively expand and restructure teams. leadership https://charity.wtf/2024/01/05/questionable-advice-my-boss-says-we-dont-need-any-engineering-managers-is-he-right/ https://charity.wtf/2024/01/05/questionable-advice-my-boss-says-we-dont-need-any-engineering-managers-is-he-right/ Wed, 08 Apr 2026 20:28:03 GMT Charity Majors Navigating a startup culture that rejects management infrastructure. When flat structures work and when they create scaling friction. leadership https://www.infoq.com/articles/platform-runtime-engineering/ https://www.infoq.com/articles/platform-runtime-engineering/ Wed, 08 Apr 2026 20:28:03 GMT InfoQ As systems scale, platforms must evolve into managed runtimes that abstract complexity and cognitive load. Moving from passive infrastructure to active runtime enablers. engineering https://slack.engineering/balancing-old-tricks-with-new-feats-ai-powered-conversion-from-enzyme-to-react-testing-library-at-slack/ https://slack.engineering/balancing-old-tricks-with-new-feats-ai-powered-conversion-from-enzyme-to-react-testing-library-at-slack/ Wed, 08 Apr 2026 20:28:03 GMT Slack Engineering Slack open-sourced their AI-driven migration tool that automatically converts Enzyme tests to React Testing Library, balancing modernization with preservation of testing intent. ai frontend https://medium.com/booking-com-development/dora-metrics-at-work-46c835a86a89 https://medium.com/booking-com-development/dora-metrics-at-work-46c835a86a89 Wed, 08 Apr 2026 20:28:03 GMT Egor Savochkin Booking.com doubled their team's delivery performance in a year by systematically measuring and improving the four DORA metrics. engineering https://addyo.substack.com/p/avoiding-skill-atrophy-in-the-age https://addyo.substack.com/p/avoiding-skill-atrophy-in-the-age Wed, 08 Apr 2026 20:28:03 GMT Addy Osmani AI coding assistants can accelerate delivery but risk eroding the fundamentals that make engineers effective. Strategies to maintain depth while leveraging AI. ai career https://www.industrialempathy.com/posts/design-docs-at-google/ https://www.industrialempathy.com/posts/design-docs-at-google/ Wed, 08 Apr 2026 20:28:03 GMT Irakli Nadareishvili Design docs are a cornerstone of Google's engineering culture, serving as the mechanism for aligning teams and capturing architectural reasoning before code is written. engineering https://slack.engineering/catching-compromised-cookies/ https://slack.engineering/catching-compromised-cookies/ Wed, 08 Apr 2026 20:28:03 GMT Slack Engineering Cookies are ubiquitous client-side state flowing across every request, making them a critical security surface. How Slack detects and mitigates compromised session cookies. engineering https://zahra.dev/blog/shipping-incrementally/ https://zahra.dev/blog/shipping-incrementally/ Wed, 08 Apr 2026 20:28:03 GMT Zahra Jabeen Continuous incremental shipping beats ambitious batches. Regular releases reduce risk, gather feedback faster, and keep momentum strong. engineering https://zendesk.engineering/leading-while-learning-why-great-managers-dont-have-all-the-answers-f297cc383d01 https://zendesk.engineering/leading-while-learning-why-great-managers-dont-have-all-the-answers-f297cc383d01 Wed, 08 Apr 2026 20:28:03 GMT Bence A. Toth Effective leadership isn't about having all answers. Create psychological safety where learning is expected, failure is normalized, and your team drives innovation. leadership https://abdulapopoola.com/2024/07/10/engineering-strategies-for-navigating-product-maturity-from-startup-to-scale/ https://abdulapopoola.com/2024/07/10/engineering-strategies-for-navigating-product-maturity-from-startup-to-scale/ Wed, 08 Apr 2026 20:28:03 GMT Abdul A. Popoola Engineering challenges shift as products mature. Startup hustle, scaleup organization, and enterprise reliability each demand different strategies. leadership https://medium.com/airbnb-engineering/how-airbnb-smoothly-upgrades-react-b1d772a565fd https://medium.com/airbnb-engineering/how-airbnb-smoothly-upgrades-react-b1d772a565fd Wed, 08 Apr 2026 20:28:03 GMT Airbnb Engineering Incremental infrastructure modernization avoids the risk of full rewrites. Airbnb's approach to rolling out new React features while maintaining stability. frontend engineering https://annajmcdougall.medium.com/its-time-to-be-the-bad-guy-76d14e8f64db https://annajmcdougall.medium.com/its-time-to-be-the-bad-guy-76d14e8f64db Wed, 08 Apr 2026 20:28:03 GMT Anna J McDougall Strong engineering managers protect their teams by absorbing difficult decisions. Taking ownership means sometimes being the one who makes unpopular calls. leadership https://addyo.substack.com/p/context-engineering-bringing-engineering https://addyo.substack.com/p/context-engineering-bringing-engineering Wed, 08 Apr 2026 20:28:03 GMT Addy Osmani Effective AI prompting requires the same information architecture rigor we apply to software. Structure context intentionally for consistently better outputs. ai https://stackoverflow.blog/2025/07/14/building-stronger-engineering-teams-with-aligned-autonomy/ https://stackoverflow.blog/2025/07/14/building-stronger-engineering-teams-with-aligned-autonomy/ Wed, 08 Apr 2026 20:28:03 GMT Stack Overflow Teams perform best when individual autonomy aligns with shared goals. Give engineers clear direction and freedom to solve problems their way. leadership https://theengineeringmanager.substack.com/p/leadership-co-processing-with-llms https://theengineeringmanager.substack.com/p/leadership-co-processing-with-llms Wed, 08 Apr 2026 20:28:03 GMT The Engineering Manager LLMs can be powerful thinking partners for engineering leaders. Using them creatively for brainstorming and decision analysis sharpens your leadership. ai leadership https://addyo.substack.com/p/the-reality-of-ai-assisted-software https://addyo.substack.com/p/the-reality-of-ai-assisted-software Wed, 08 Apr 2026 20:28:03 GMT Addy Osmani What the data really shows about AI coding tools in 2025. Most effective as assistants handling boilerplate, not as replacements for human judgment. ai https://zed.dev/blog/why-llms-cant-build-software https://zed.dev/blog/why-llms-cant-build-software Wed, 08 Apr 2026 20:28:03 GMT Zed Writing code is only one part of effective software engineering. LLMs excel at code generation but lack the architectural thinking and quality assurance that define professional development. ai engineering https://theengineeringmanager.substack.com/p/going-direct https://theengineeringmanager.substack.com/p/going-direct Wed, 08 Apr 2026 20:28:03 GMT The Engineering Manager Effective organizations communicate fluidly across org chart boundaries rather than rigidly following reporting lines, accelerating decision-making. leadership https://zachwills.net/how-to-use-claude-code-subagents-to-parallelize-development/ https://zachwills.net/how-to-use-claude-code-subagents-to-parallelize-development/ Wed, 08 Apr 2026 20:28:03 GMT Zach Wills Lessons from building a metrics tool using subagents to split work in parallel, demonstrating concrete patterns for AI-accelerated development workflows. ai https://steipete.me/posts/just-talk-to-it https://steipete.me/posts/just-talk-to-it Wed, 08 Apr 2026 20:28:03 GMT Peter Steinberger A grounded, practical approach to working with AI coding agents that cuts through hype and focuses on what actually works. ai https://shopify.engineering/bfcm-readiness-2025 https://shopify.engineering/bfcm-readiness-2025 Wed, 08 Apr 2026 20:28:03 GMT Shopify Engineering Technical strategies and infrastructure patterns for handling peak traffic during Black Friday and Cyber Monday at scale. engineering https://www.anthropic.com/engineering/advanced-tool-use https://www.anthropic.com/engineering/advanced-tool-use Wed, 08 Apr 2026 20:28:03 GMT Anthropic Claude can now discover and dynamically execute tools in real-time, enabling AI agents to take actions directly in external systems without pre-integration. ai https://lethain.com/good-eng-mgmt-is-a-fad/ https://lethain.com/good-eng-mgmt-is-a-fad/ Wed, 08 Apr 2026 20:28:03 GMT Will Larson Challenges the assumption that modern management practices are universally correct, arguing context and organizational needs matter more than dogma. leadership https://addyo.substack.com/p/21-lessons-from-14-years-at-google https://addyo.substack.com/p/21-lessons-from-14-years-at-google Wed, 08 Apr 2026 20:28:03 GMT Addy Osmani Distilled wisdom on code quality, career progression, and the interpersonal dimensions of engineering drawn from nearly a decade and a half at scale. career engineering https://medium.com/one-to-n/rise-of-the-operator-em-f1b9010b876e https://medium.com/one-to-n/rise-of-the-operator-em-f1b9010b876e Wed, 08 Apr 2026 20:28:03 GMT One to N The playbook for engineering management has shifted in the post-ZIRP era, requiring managers to balance efficiency with the realities of constrained resources. leadership https://bjorg.bjornroche.com/management/engineering-management-artifacts/ https://bjorg.bjornroche.com/management/engineering-management-artifacts/ Wed, 08 Apr 2026 20:28:03 GMT Bjorn Roche Document templates and structural tools that help scaling engineering organizations maintain clarity and alignment as teams grow. leadership https://hansreinl.de/blog/remote-engineering-leadership https://hansreinl.de/blog/remote-engineering-leadership Wed, 08 Apr 2026 20:28:03 GMT Hans Reinl Explores the distinct challenges and opportunities of leading engineering teams across distributed locations, moving beyond one-size-fits-all remote work policies. leadership https://theengineeringmanager.substack.com/p/one-bottleneck-at-a-time https://theengineeringmanager.substack.com/p/one-bottleneck-at-a-time Wed, 08 Apr 2026 20:28:03 GMT The Engineering Manager Manager instinct often says fix everything at once, but the easy way forward is paradoxically harder. Tackle bottlenecks sequentially to avoid chaos. leadership https://addyosmani.com/blog/next-two-years/ https://addyosmani.com/blog/next-two-years/ Wed, 08 Apr 2026 20:28:03 GMT Addy Osmani Five critical questions are reshaping how we build software. Competing scenarios for each and what they mean for your choices today. ai engineering https://developersvoice.com/blog/frontend/micro-frontends-with-react-and-angular/ https://developersvoice.com/blog/frontend/micro-frontends-with-react-and-angular/ Wed, 08 Apr 2026 20:28:03 GMT Developers Voice Scale frontend architecture without scaling complexity. Module Federation enables independent teams to ship in parallel without coordination overhead. frontend engineering https://blog.izs.me/2025/11/ogc-4-conflict/ https://blog.izs.me/2025/11/ogc-4-conflict/ Wed, 08 Apr 2026 20:28:03 GMT Isaac Z. Schlueter Neurodiversity isn't just about accommodation. It's about understanding how different thinking styles create friction in teams and how to navigate it. leadership https://www.balderton.com/resources/aligning-product-and-gtm-with-customer-value-metrics/ https://www.balderton.com/resources/aligning-product-and-gtm-with-customer-value-metrics/ Wed, 08 Apr 2026 20:28:03 GMT Dan Teodosiu and Dave Kellogg When product and go-to-market strategies drift, founders lose leverage. How to align both around metrics that actually predict customer success. leadership https://www.jampa.dev/p/lessons-learned-after-10-years-as https://www.jampa.dev/p/lessons-learned-after-10-years-as Wed, 08 Apr 2026 20:28:03 GMT Jampa A decade of management experience distilled into non-obvious advice that changes how you think about leading engineers. leadership https://aicoding.leaflet.pub/3md5ftetaes2e https://aicoding.leaflet.pub/3md5ftetaes2e Wed, 08 Apr 2026 20:28:03 GMT AI Coding A resilience pattern that tests whether your system can survive the removal of its own components. Architecture thinking at its most practical. ai engineering https://nmn.gl/blog/ai-killing-b2b-saas https://nmn.gl/blog/ai-killing-b2b-saas Wed, 08 Apr 2026 20:28:03 GMT NMN The SaaS model's greatest strength becomes a liability as AI commoditizes once-differentiated products. The race for profitability just got harder. ai https://blog.platformatic.dev/93-faster-nextjs-in-your-kubernetes https://blog.platformatic.dev/93-faster-nextjs-in-your-kubernetes Wed, 08 Apr 2026 20:28:03 GMT Platformatic Performance gains matter in production. Practical optimizations to run Next.js faster in Kubernetes environments. frontend engineering https://victoravelar.dev/articles/2026/navigating-the-current-landscape-growth-beyond-the-ladder/ https://victoravelar.dev/articles/2026/navigating-the-current-landscape-growth-beyond-the-ladder/ Wed, 08 Apr 2026 20:28:03 GMT Victor Avelar Career growth isn't always up. Discover the three key motivators that matter in a saturated job market and why your next strategic move might be staying put. career https://theengineeringmanager.substack.com/p/one-list-to-rule-them-all https://theengineeringmanager.substack.com/p/one-list-to-rule-them-all Wed, 08 Apr 2026 20:28:03 GMT The Engineering Manager A deceptively simple framework for making hard decisions as an engineering leader by focusing on what matters most. leadership https://mitchellh.com/writing/my-ai-adoption-journey https://mitchellh.com/writing/my-ai-adoption-journey Wed, 08 Apr 2026 20:28:03 GMT Mitchell Hashimoto Real lessons from integrating AI tools into daily development work: what worked, what didn't, and how adoption patterns are changing how senior engineers operate. ai career https://commercelayer.io/blog/agentic-workers-for-commerce-operations-poc https://commercelayer.io/blog/agentic-workers-for-commerce-operations-poc Wed, 08 Apr 2026 20:28:03 GMT Commerce Layer How agentic AI workers with Mastra.ai and MCP can automate e-commerce operations end-to-end, reducing manual overhead significantly. ai https://www.philschmid.de/agents-2.0-deep-agents https://www.philschmid.de/agents-2.0-deep-agents Wed, 08 Apr 2026 20:28:03 GMT Philipp Schmid Move beyond simple request-response loops to deep agents that maintain state, reason over extended periods, and handle genuinely complex multi-step workflows. ai https://www.anthropic.com/engineering/building-effective-agents https://www.anthropic.com/engineering/building-effective-agents Wed, 08 Apr 2026 20:28:03 GMT Anthropic Anthropic's battle-tested principles for building reliable, production-ready AI agents that actually work at scale. ai https://www.agentrecipes.com/ https://www.agentrecipes.com/ Wed, 08 Apr 2026 20:28:03 GMT Agent Recipes Skip the experimentation phase with ready-to-use agent patterns and copy-paste code snippets designed to improve your LLM applications immediately. ai https://addyo.substack.com/p/what-are-ai-agents-why-do-they-matter https://addyo.substack.com/p/what-are-ai-agents-why-do-they-matter Wed, 08 Apr 2026 20:28:03 GMT Addy Osmani Understand the evolution from simple automation to intelligent agents: their architecture, capabilities, and why they represent a fundamental shift in how we build software. ai https://benhouston3d.com/blog/agentic-coding-best-practices https://benhouston3d.com/blog/agentic-coding-best-practices Wed, 08 Apr 2026 20:28:03 GMT Ben Houston As AI coding agents evolve from tools to collaborators, our code organization and documentation must evolve with them. How to structure projects for agent-friendly codebases. ai engineering https://ryanseddon.com/ai/how-to-build-an-agent-on-device/ https://ryanseddon.com/ai/how-to-build-an-agent-on-device/ Wed, 08 Apr 2026 20:28:03 GMT Ryan Seddon Build fully functional agents using on-device models like Phi-4-mini in under 200 lines of code, bringing AI inference closer to users. ai https://shopify.engineering/mcp-ui-breaking-the-text-wall https://shopify.engineering/mcp-ui-breaking-the-text-wall Wed, 08 Apr 2026 20:28:03 GMT Shopify Engineering MCP UI extends the Model Context Protocol to let AI agents return interactive components instead of just text, making agent outputs more actionable. ai frontend https://cra.mr/built-with-borrowed-hands/ https://cra.mr/built-with-borrowed-hands/ Wed, 08 Apr 2026 20:28:03 GMT Craig Condon What happens when you build production infrastructure using only AI agents writing code? A two-month experiment in agentic development constraints. ai https://blog.philterd.ai/why-using-an-llm-to-identify-and-redact-pii-and-phi-is-a-bad-idea/ https://blog.philterd.ai/why-using-an-llm-to-identify-and-redact-pii-and-phi-is-a-bad-idea/ Wed, 08 Apr 2026 20:28:03 GMT Philterd Relying on LLMs for sensitive data redaction introduces hallucination risks where accuracy isn't optional. Deterministic approaches are essential. ai https://surma.dev/things/langgraph/ https://surma.dev/things/langgraph/ Wed, 08 Apr 2026 20:28:03 GMT Surma LangGraph codifies complex workflow architectures as executable automations, giving structure to stateful AI reasoning. ai https://addyo.substack.com/p/mcp-what-it-is-and-why-it-matters https://addyo.substack.com/p/mcp-what-it-is-and-why-it-matters Wed, 08 Apr 2026 20:28:03 GMT Addy Osmani The Model Context Protocol is creating a common language between AI and apps, enabling a new category of integrations and possibilities. ai https://shumer.dev/something-big-is-happening https://shumer.dev/something-big-is-happening Wed, 08 Apr 2026 20:28:03 GMT Matt Shumer A grounded take on what AI is actually changing for non-tech folks, cutting through the noise to explain real implications. ai https://medium.com/mapai/on-the-question-of-debt-aca1125d4a62 https://medium.com/mapai/on-the-question-of-debt-aca1125d4a62 Wed, 08 Apr 2026 20:28:03 GMT MapAI Beyond technical debt: a framework for understanding four types of system debt including technical, evolutionary, and cognitive dimensions. engineering https://lukasniessen.medium.com/micro-frontends-when-they-make-sense-and-when-they-dont-a1a06b726065 https://lukasniessen.medium.com/micro-frontends-when-they-make-sense-and-when-they-dont-a1a06b726065 Wed, 08 Apr 2026 20:28:03 GMT Lukas Niessen Microservices unlocked backend autonomy, but applying the same pattern to frontends isn't always the solution. When micro frontends genuinely add value. frontend engineering https://www.leadingsapiens.com/legitimate-power/ https://www.leadingsapiens.com/legitimate-power/ Wed, 08 Apr 2026 20:28:03 GMT Leading Sapiens Why do we comply with directives we privately question? The crucial distinction between power through fear and authority through legitimacy. leadership https://blog.cloudflare.com/vinext/ https://blog.cloudflare.com/vinext/ Wed, 08 Apr 2026 20:28:03 GMT Cloudflare One engineer rebuilt Next.js on Vite with AI assistance, achieving 4x faster builds, 57% smaller bundles, and Workers deployment in a week. ai frontend https://kanyilmaz.me/2026/02/23/cli-vs-mcp.html https://kanyilmaz.me/2026/02/23/cli-vs-mcp.html Wed, 08 Apr 2026 20:28:03 GMT Kan Yilmaz A concrete cost comparison between CLI and MCP approaches reveals surprising economics for agent deployment. ai https://ejholmes.github.io/2026/02/28/mcp-is-dead-long-live-the-cli.html https://ejholmes.github.io/2026/02/28/mcp-is-dead-long-live-the-cli.html Wed, 08 Apr 2026 20:28:03 GMT EJ Holmes Why CLI-based patterns are winning over MCP for building AI agents and what it means for the tooling landscape. ai https://www.jonesabi.com/blog/thinking-tools-how-to-identify-assumptions-by-distorting-time https://www.jonesabi.com/blog/thinking-tools-how-to-identify-assumptions-by-distorting-time Wed, 08 Apr 2026 20:28:03 GMT Abi Jones A practical technique for exposing hidden assumptions in your thinking by playing with timescales. leadership https://simonwillison.net/guides/agentic-engineering-patterns/better-code/ https://simonwillison.net/guides/agentic-engineering-patterns/better-code/ Wed, 08 Apr 2026 20:28:03 GMT Simon Willison Agentic patterns aren't about replacing engineers. They're about building systems that elevate code quality and developer productivity. ai engineering https://staysaasy.com/management/2026/03/12/ai-management.html https://staysaasy.com/management/2026/03/12/ai-management.html Wed, 08 Apr 2026 20:28:03 GMT Stay SaaSy The role of managers is evolving with AI, not disappearing. What changes and what stays the same. ai leadership https://open.nytimes.com/how-the-new-york-times-is-scaling-unit-test-coverage-using-ai-tools-fa796bf9b8d2 https://open.nytimes.com/how-the-new-york-times-is-scaling-unit-test-coverage-using-ai-tools-fa796bf9b8d2 Wed, 08 Apr 2026 20:28:03 GMT New York Times Engineering AI tools are helping engineers write better tests at scale, tackling one of engineering's persistent blind spots. ai engineering https://alifeengineered.substack.com/p/the-reason-most-people-are-terrible https://alifeengineered.substack.com/p/the-reason-most-people-are-terrible Wed, 08 Apr 2026 20:28:03 GMT A Life Engineered Being right doesn't matter if nobody understands what you're saying. 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