https://roamingpigs.com/field-manual/ Technology insights, startup advisory, and lessons learned from 45+ years in the industry. en-us Fri, 11 Sep 2026 00:00:00 +0000 https://roamingpigs.com/rpb-400.png https://roamingpigs.com/field-manual/ https://roamingpigs.com/field-manual/the-proof-was-never-the-point/ https://roamingpigs.com/field-manual/the-proof-was-never-the-point/ Twenty-five Fields Medal winners say the AI benchmark race is damaging mathematics. The real finding is narrower and applies to every metric you own: a proxy works only while producing it stays expensive. Contrarian Fri, 11 Sep 2026 00:00:00 +0000 https://roamingpigs.com/field-manual/the-price-held-the-bill-rose/ https://roamingpigs.com/field-manual/the-price-held-the-bill-rose/ Google shipped Gemini 3.8 Flash at the same headline price as 3.7 Flash, said in the launch post that it uses more tokens, and footnoted that the rate doubles on January 1, 2027. Three facts, one bill. AI & Tech Wed, 02 Sep 2026 00:00:00 +0000 https://roamingpigs.com/field-manual/your-sandbox-is-a-message-board/ https://roamingpigs.com/field-manual/your-sandbox-is-a-message-board/ Agents coordinated a Hugging Face breach through the package repository meant to contain them. Butler Lampson explained why in 1973: you cannot enumerate covert channels, only bound them. AI & Tech Fri, 28 Aug 2026 00:00:00 +0000 https://roamingpigs.com/field-manual/prompts-are-discoverable/ https://roamingpigs.com/field-manual/prompts-are-discoverable/ A federal magistrate ruled AI prompts are discoverable expert methodology. Why your postmortems and vendor reviews are now on the record too. Contrarian Mon, 17 Aug 2026 00:00:00 +0000 https://roamingpigs.com/field-manual/legibility-used-to-be-free/ https://roamingpigs.com/field-manual/legibility-used-to-be-free/ The Altair 8800 could not hide its own state; it leaked into a nearby radio. A browser front panel, 51 years on, beside a model that hides everything. Tech History Sun, 02 Aug 2026 00:00:00 +0000 https://roamingpigs.com/field-manual/guardrails-bound-the-defender/ https://roamingpigs.com/field-manual/guardrails-bound-the-defender/ OpenAI's models escaped a sandbox and breached Hugging Face. The overlooked detail: the victim's incident responders were refused by model guardrails mid-forensics. Contrarian Thu, 30 Jul 2026 00:00:00 +0000 https://roamingpigs.com/field-manual/marketplace-lied-62-times/ https://roamingpigs.com/field-manual/marketplace-lied-62-times/ 100 GPU marketplace rentals, 62 never delivered a working GPU. What cheap GPU marketplaces really cost, and the fail-fast discipline that held 62 failures to $4.37. AI & Tech Wed, 29 Jul 2026 00:00:00 +0000 https://roamingpigs.com/field-manual/watch-it-learn-honestly/ https://roamingpigs.com/field-manual/watch-it-learn-honestly/ LLM Lab (watchitlearn.com): real gradient descent in a browser tab, training machinery honest enough to fail in public, and a diploma that tells the truth. AI & Tech Sat, 18 Jul 2026 00:00:00 +0000 https://roamingpigs.com/field-manual/qr-code-changed-after-scan/ https://roamingpigs.com/field-manual/qr-code-changed-after-scan/ Why QR codes are not URLs, why mutability is the killer property, and how parking meter stickers, quishing campaigns, and wallet drainers all exploit the same. Contrarian Fri, 22 May 2026 00:00:00 +0000 https://roamingpigs.com/field-manual/forgotten-services-fan-screaming/ https://roamingpigs.com/field-manual/forgotten-services-fan-screaming/ How CVE-2025-55182 (React2Shell) cryptojacked a forgotten Raspberry Pi running an unpatched Next. Programming Mon, 18 May 2026 00:00:00 +0000 https://roamingpigs.com/field-manual/qr-code-industry-shakedown/ https://roamingpigs.com/field-manual/qr-code-industry-shakedown/ The QR code generator industry charges subscription fees for an open standard that takes three lines of code to implement. Contrarian Wed, 08 Apr 2026 00:00:00 +0000 https://roamingpigs.com/field-manual/esign-audit-theater/ https://roamingpigs.com/field-manual/esign-audit-theater/ The e-signature industry has conflated legally valid with cryptographically provable for 25 years. Courts are beginning to notice the difference, and so should you. Contrarian Mon, 02 Mar 2026 00:00:00 +0000 https://roamingpigs.com/field-manual/humanoid-robots-hidden-labor/ https://roamingpigs.com/field-manual/humanoid-robots-hidden-labor/ Humanoid robot companies hide human teleoperation behind impressive demos. The trick is the same one Wolfgang von Kempelen pulled in 1770, and it still works. AI & Tech Thu, 26 Feb 2026 00:00:00 +0000 https://roamingpigs.com/field-manual/brex-fintech-reckoning/ https://roamingpigs.com/field-manual/brex-fintech-reckoning/ Capital One acquires Brex for $5.15 billion, 58% below peak valuation. Startup Advisory Sun, 22 Feb 2026 00:00:00 +0000 https://roamingpigs.com/field-manual/ai-calendar-hidden-costs/ https://roamingpigs.com/field-manual/ai-calendar-hidden-costs/ AI calendar tools promise to eliminate scheduling friction. But removing that friction removes something valuable: control over your priorities and time. Contrarian Wed, 18 Feb 2026 00:00:00 +0000 https://roamingpigs.com/field-manual/chatgpt-health-dr-google/ https://roamingpigs.com/field-manual/chatgpt-health-dr-google/ OpenAI's ChatGPT Health promises to improve on Dr. Google. But 56-72% accuracy isn't good enough when health is on the line. AI & Tech Sat, 14 Feb 2026 00:00:00 +0000 https://roamingpigs.com/field-manual/ai-trust-hierarchy/ https://roamingpigs.com/field-manual/ai-trust-hierarchy/ How to architect AI trust with deterministic guardrails: Pydantic validators, Redis kill switches, and OAuth scopes. AI & Tech Tue, 10 Feb 2026 00:00:00 +0000 https://roamingpigs.com/field-manual/ai-code-review-bottleneck/ https://roamingpigs.com/field-manual/ai-code-review-bottleneck/ AI coding assistants generate code faster than ever, but PR review has become the new bottleneck. Teams deliver slower despite individual developers moving faster. Programming Fri, 06 Feb 2026 00:00:00 +0000 https://roamingpigs.com/field-manual/quantum-crypto-threat-overblown/ https://roamingpigs.com/field-manual/quantum-crypto-threat-overblown/ Quantum computing won't break cryptocurrency for 15-30 years. Meanwhile, social engineering, bridge exploits, and insider threats stole $3.4 billion in 2025. Crypto & Blockchain Tue, 03 Feb 2026 00:00:00 +0000 https://roamingpigs.com/field-manual/google-search-decline-overstated/ https://roamingpigs.com/field-manual/google-search-decline-overstated/ The narrative that Google Search is dying ignores what it's still best at and where alternatives actually win. Contrarian Sun, 25 Jan 2026 00:00:00 +0000 https://roamingpigs.com/field-manual/fintech-winter-thaw/ https://roamingpigs.com/field-manual/fintech-winter-thaw/ The fintech funding winter wasn't death - it was a reset. Capital is flowing to companies with real traction and clear unit economics. The 2021 playbook is dead. Startup Advisory Thu, 22 Jan 2026 00:00:00 +0000 https://roamingpigs.com/field-manual/ai-regulation-war/ https://roamingpigs.com/field-manual/ai-regulation-war/ California, Texas and Colorado each passed their own AI laws. A federal executive order now threatens preemption. Who is caught in it. AI & Tech Sun, 18 Jan 2026 00:00:00 +0000 https://roamingpigs.com/field-manual/death-of-fullstack/ https://roamingpigs.com/field-manual/death-of-fullstack/ The full-stack developer myth is dying. Modern systems require deep specialization that generalists can't provide. Programming Thu, 15 Jan 2026 00:00:00 +0000 https://roamingpigs.com/field-manual/chatgpt-replaces-first-meeting/ https://roamingpigs.com/field-manual/chatgpt-replaces-first-meeting/ Prospects now research with AI before talking to sales. Your digital presence is your first impression. AI & Tech Mon, 12 Jan 2026 00:00:00 +0000 https://roamingpigs.com/field-manual/ai-coding-assistant-collapse/ https://roamingpigs.com/field-manual/ai-coding-assistant-collapse/ AI coding assistants promised 55% productivity gains but METR found developers are 19% slower. AI & Tech Sun, 11 Jan 2026 00:00:00 +0000 https://roamingpigs.com/field-manual/vibe-coding-comprehension-debt/ https://roamingpigs.com/field-manual/vibe-coding-comprehension-debt/ Vibe coding promises faster development, but comprehension debt is the hidden cost. When developers ship code they don't understand, maintenance nightmares follow. Programming Sat, 10 Jan 2026 00:00:00 +0000 https://roamingpigs.com/field-manual/bootstrap-vs-vc-2026/ https://roamingpigs.com/field-manual/bootstrap-vs-vc-2026/ Down-rounds hit 15.9% in 2025. AI startups took 61% of all global venture funding. The 2026 math favors bootstrap more than any time since ZIRP ended. Startup Advisory Fri, 09 Jan 2026 00:00:00 +0000 https://roamingpigs.com/field-manual/rag-vs-fine-tuning-enterprise/ https://roamingpigs.com/field-manual/rag-vs-fine-tuning-enterprise/ Fine-tuning creates models that know things. RAG creates systems that look things up. AI & Tech Thu, 08 Jan 2026 00:00:00 +0000 https://roamingpigs.com/field-manual/the-demo-to-production-gap/ https://roamingpigs.com/field-manual/the-demo-to-production-gap/ 42% of companies abandon AI initiatives before production, and MIT found 95% of organisations getting zero return on generative AI. AI & Tech Sat, 03 Jan 2026 00:00:00 +0000 https://roamingpigs.com/field-manual/microservices-decision-guide/ https://roamingpigs.com/field-manual/microservices-decision-guide/ Should you use microservices or a monolith? This canonical guide provides a decision matrix, extraction checklist, and honest evaluation criteria based on team. Programming Mon, 29 Dec 2025 00:00:00 +0000 https://roamingpigs.com/field-manual/founder-burnout-shadow/ https://roamingpigs.com/field-manual/founder-burnout-shadow/ Startup Snapshot surveyed 400+ founders: 81% do not openly share their stress, and only 10% feel comfortable raising it with investors. Founder & Career Sun, 28 Dec 2025 00:00:00 +0000 https://roamingpigs.com/field-manual/ai-startup-collapse-2027/ https://roamingpigs.com/field-manual/ai-startup-collapse-2027/ Why a wave of AI startups will collapse in 2027: unsustainable unit economics, model commoditization, and the venture math that no longer works. Startup Advisory Sat, 27 Dec 2025 00:00:00 +0000 https://roamingpigs.com/field-manual/junior-developer-extinction/ https://roamingpigs.com/field-manual/junior-developer-extinction/ Entry-level software engineering positions have dropped 60% since 2022. A Harvard study found companies cut junior hiring before AI can replace those roles. Founder & Career Fri, 26 Dec 2025 00:00:00 +0000 https://roamingpigs.com/field-manual/test-coverage-lie/ https://roamingpigs.com/field-manual/test-coverage-lie/ Test coverage is a lying metric. 95% coverage with no behavior checks is theater. What to measure instead if you actually care about correctness. Contrarian Thu, 25 Dec 2025 00:00:00 +0000 https://roamingpigs.com/field-manual/45-years-in-tech/ https://roamingpigs.com/field-manual/45-years-in-tech/ From programming at age 7, to seeing the world in the Navy, to running 3,000+ AWS instances. Founder & Career Wed, 24 Dec 2025 00:00:00 +0000 https://roamingpigs.com/field-manual/building-for-government/ https://roamingpigs.com/field-manual/building-for-government/ Government procurement is maddening. Security requirements are exhaustive. The pace is glacial. Founder & Career Tue, 23 Dec 2025 00:00:00 +0000 https://roamingpigs.com/field-manual/make-over-modern-builds/ https://roamingpigs.com/field-manual/make-over-modern-builds/ A contrarian defense of Make (1976) over modern JavaScript build tools. Make is boring, understood, and still works. Programming Mon, 22 Dec 2025 00:00:00 +0000 https://roamingpigs.com/field-manual/agentic-ai-failure-rate/ https://roamingpigs.com/field-manual/agentic-ai-failure-rate/ Gartner predicts over 40% of agentic AI projects will be canceled by 2027. AI & Tech Sun, 21 Dec 2025 00:00:00 +0000 https://roamingpigs.com/field-manual/why-postgres-wins/ https://roamingpigs.com/field-manual/why-postgres-wins/ PostgreSQL dominates the 2025 StackOverflow survey with 55.6% market share. Programming Sat, 20 Dec 2025 00:00:00 +0000 https://roamingpigs.com/field-manual/ai-productivity-paradox/ https://roamingpigs.com/field-manual/ai-productivity-paradox/ METR's randomized controlled trial found experienced developers are 19% slower with AI coding tools. The twist: they believed they were 20% faster. Contrarian Thu, 18 Dec 2025 00:00:00 +0000 https://roamingpigs.com/field-manual/ai-code-no-memory/ https://roamingpigs.com/field-manual/ai-code-no-memory/ AI coding assistants are stateless. They don't remember your architectural decisions, past bugs, or team conventions. AI & Tech Wed, 17 Dec 2025 00:00:00 +0000 https://roamingpigs.com/field-manual/gpu-shortage-aftermath/ https://roamingpigs.com/field-manual/gpu-shortage-aftermath/ The AI boom created a GPU shortage that's reshaping how companies think about compute access and infrastructure. AI & Tech Mon, 15 Dec 2025 00:00:00 +0000 https://roamingpigs.com/field-manual/3000-aws-instances-real-cost/ https://roamingpigs.com/field-manual/3000-aws-instances-real-cost/ What it actually cost to run 3,000 AWS instances: the bill, the surprises, and the architecture decisions that drove the spend. Founder & Career Sat, 13 Dec 2025 00:00:00 +0000 https://roamingpigs.com/field-manual/ai-video-dirty-secret/ https://roamingpigs.com/field-manual/ai-video-dirty-secret/ AI video generation looks impressive in demos because those clips are selected from dozens of attempts. AI & Tech Fri, 12 Dec 2025 00:00:00 +0000 https://roamingpigs.com/field-manual/static-sites-still-win/ https://roamingpigs.com/field-manual/static-sites-still-win/ Static sites load faster, cost less, and break less than dynamic alternatives. Here's why the simplest web architecture keeps winning against modern complexity. Programming Thu, 04 Dec 2025 00:00:00 +0000 https://roamingpigs.com/field-manual/ai-content-farms/ https://roamingpigs.com/field-manual/ai-content-farms/ AI content farms have flooded search results with machine-generated text optimized for ranking, not accuracy. AI & Tech Sat, 29 Nov 2025 00:00:00 +0000 https://roamingpigs.com/field-manual/observability-theater/ https://roamingpigs.com/field-manual/observability-theater/ The observability market is projected to reach $172 billion by 2035, yet alert fatigue is epidemic and nobody can say why the system is slow. Programming Fri, 28 Nov 2025 00:00:00 +0000 https://roamingpigs.com/field-manual/assembly-never-left/ https://roamingpigs.com/field-manual/assembly-never-left/ Assembly language isn't a relic - it's essential for voice AI, cryptography, and performance-critical paths. Programming Thu, 27 Nov 2025 00:00:00 +0000 https://roamingpigs.com/field-manual/agentic-ai-is-automation/ https://roamingpigs.com/field-manual/agentic-ai-is-automation/ Strip away the marketing and 'agentic AI' is workflow automation with LLM steps. Useful, but not the revolution the vendors are selling. AI & Tech Fri, 21 Nov 2025 00:00:00 +0000 https://roamingpigs.com/field-manual/pivot-that-kills/ https://roamingpigs.com/field-manual/pivot-that-kills/ Most pivots destroy more value than they create. Knowing when to iterate versus pivot is a survival skill. Startup Advisory Thu, 20 Nov 2025 00:00:00 +0000 https://roamingpigs.com/field-manual/asr-noise-wrong-problem/ https://roamingpigs.com/field-manual/asr-noise-wrong-problem/ Speech recognition vendors have spent decades perfecting noise filtering. Research shows it often hurts accuracy. AI & Tech Thu, 20 Nov 2025 00:00:00 +0000 https://roamingpigs.com/field-manual/interview-alternatives-that-work/ https://roamingpigs.com/field-manual/interview-alternatives-that-work/ Evidence-based hiring methods that predict engineering success: structured interviews, work samples, and behavioral questions. Based on Sackett 2022 meta-analysis. Founder & Career Wed, 19 Nov 2025 00:00:00 +0000 https://roamingpigs.com/field-manual/sqlite-software-done-right/ https://roamingpigs.com/field-manual/sqlite-software-done-right/ SQLite runs on more devices than any software in history. The serverless database that taught the industry what 'done right' actually means. Programming Fri, 14 Nov 2025 00:00:00 +0000 https://roamingpigs.com/field-manual/serverless-was-lie/ https://roamingpigs.com/field-manual/serverless-was-lie/ Serverless was a lie for most teams. The cold starts, vendor lock-in, and observability gaps that make it the wrong default for most workloads. Programming Sun, 09 Nov 2025 00:00:00 +0000 https://roamingpigs.com/field-manual/founder-self-awareness-advantage/ https://roamingpigs.com/field-manual/founder-self-awareness-advantage/ Self-awareness isn't a trait you have or lack—it's a practice. The specific habits that enable honest self-evaluation, from feedback systems to reflection rituals. Founder & Career Sat, 08 Nov 2025 00:00:00 +0000 https://roamingpigs.com/field-manual/mvp-excuse/ https://roamingpigs.com/field-manual/mvp-excuse/ MVP was meant to be a discipline for validated learning, not permission to ship half-finished software. Startup Advisory Mon, 03 Nov 2025 00:00:00 +0000 https://roamingpigs.com/field-manual/open-source-maintainer-burnout/ https://roamingpigs.com/field-manual/open-source-maintainer-burnout/ Kubernetes Ingress NGINX gets no security patches after March 2026 because a maintainer burned out. 60% of OSS maintainers work unpaid. The blast radius is real. Programming Sat, 25 Oct 2025 00:00:00 +0000 https://roamingpigs.com/field-manual/hiring-senior-engineers/ https://roamingpigs.com/field-manual/hiring-senior-engineers/ The senior engineering interview process tests preparation, not ability. Downleveled offers to senior candidates are routine. Founder & Career Wed, 22 Oct 2025 00:00:00 +0000 https://roamingpigs.com/field-manual/when-rewrites-succeed/ https://roamingpigs.com/field-manual/when-rewrites-succeed/ When the big rewrite succeeds and when it sinks the company. The conditions that distinguish the rare wins from the many graveyards. Programming Mon, 20 Oct 2025 00:00:00 +0000 https://roamingpigs.com/field-manual/speech-to-speech-revolution/ https://roamingpigs.com/field-manual/speech-to-speech-revolution/ Speech-to-speech AI has crossed the 300ms latency threshold where interactions feel like genuine conversation. AI & Tech Sat, 18 Oct 2025 00:00:00 +0000 https://roamingpigs.com/field-manual/llms-have-no-intent/ https://roamingpigs.com/field-manual/llms-have-no-intent/ LLMs are amoral pattern engines that will confidently lie because confident lies were in the training data. AI & Tech Wed, 15 Oct 2025 00:00:00 +0000 https://roamingpigs.com/field-manual/compuserve-platform-lessons/ https://roamingpigs.com/field-manual/compuserve-platform-lessons/ CompuServe had first-mover advantage, loyal users, and great technology. They still lost to AOL. Tech History Wed, 15 Oct 2025 00:00:00 +0000 https://roamingpigs.com/field-manual/defi-never-finance/ https://roamingpigs.com/field-manual/defi-never-finance/ DeFi advocates claim they're building the future of finance while removing everything that makes finance work: recourse, recovery, accountability, and. Crypto & Blockchain Sun, 12 Oct 2025 00:00:00 +0000 https://roamingpigs.com/field-manual/the-saas-pricing-lie/ https://roamingpigs.com/field-manual/the-saas-pricing-lie/ Per-seat pricing is a legacy model from when humans were the unit of work. AI is exposing the lie: vendors want seats, not efficiency. Here's what's replacing it. Startup Advisory Sat, 11 Oct 2025 00:00:00 +0000 https://roamingpigs.com/field-manual/ai-agents-wont-replace/ https://roamingpigs.com/field-manual/ai-agents-wont-replace/ AI agents have hard limits. They will not replace judgment, empathy, expertise, accountability, or physical labor. Five things knowledge workers still own. AI & Tech Sun, 05 Oct 2025 00:00:00 +0000 https://roamingpigs.com/field-manual/the-outsourcing-boomerang/ https://roamingpigs.com/field-manual/the-outsourcing-boomerang/ The outsourcing boomerang: every company that outsourced its core engineering eventually had to bring it back in, at higher cost and worse quality. Startup Advisory Sat, 04 Oct 2025 00:00:00 +0000 https://roamingpigs.com/field-manual/when-to-kill-company/ https://roamingpigs.com/field-manual/when-to-kill-company/ Knowing when to shut down is harder than knowing when to start. The sunk cost fallacy kills more founders than failure. Startup Advisory Mon, 22 Sep 2025 00:00:00 +0000 https://roamingpigs.com/field-manual/rust-wont-replace-c/ https://roamingpigs.com/field-manual/rust-wont-replace-c/ Rust is safer than C. That's not enough. Trillions of lines of C are in production. The learning curve is brutal. Programming Sat, 20 Sep 2025 00:00:00 +0000 https://roamingpigs.com/field-manual/meetings-are-bugs/ https://roamingpigs.com/field-manual/meetings-are-bugs/ The $37 billion figure everyone quotes is a 2022 estimate, not a measurement. Meetings are organizational bugs. How to fix the process. Founder & Career Mon, 15 Sep 2025 00:00:00 +0000 https://roamingpigs.com/field-manual/lecun-bet-against-llms/ https://roamingpigs.com/field-manual/lecun-bet-against-llms/ Yann LeCun is betting that large language models are a dead end for AGI. His new startup AMI Labs pursues world models instead. AI & Tech Wed, 10 Sep 2025 00:00:00 +0000 https://roamingpigs.com/field-manual/exit-planning-gap/ https://roamingpigs.com/field-manual/exit-planning-gap/ Most founders planning to sell have no exit strategy. M&A accounts for 85%+ of VC-backed exits. The founders who get the best outcomes planned for them. Startup Advisory Fri, 05 Sep 2025 00:00:00 +0000 https://roamingpigs.com/field-manual/ai-pilots-fail/ https://roamingpigs.com/field-manual/ai-pilots-fail/ MIT-linked studies show 95% of generative AI pilots failed to generate meaningful business impact. The failure patterns and how to avoid them. AI & Tech Sat, 23 Aug 2025 00:00:00 +0000 https://roamingpigs.com/field-manual/ai-sovereignty-illusion/ https://roamingpigs.com/field-manual/ai-sovereignty-illusion/ Every nation wants AI sovereignty. Only the US and China have anything close to it. AI & Tech Fri, 22 Aug 2025 00:00:00 +0000 https://roamingpigs.com/field-manual/stopped-giving-advice/ https://roamingpigs.com/field-manual/stopped-giving-advice/ Most advice fails, and not because it is wrong. The gap between the giver's context and the receiver's reality is where well-meaning guidance goes to die. Founder & Career Thu, 21 Aug 2025 00:00:00 +0000 https://roamingpigs.com/field-manual/the-standup-theater/ https://roamingpigs.com/field-manual/the-standup-theater/ Only 1 in 4 teams keep standups under 15 minutes. The ceremony has consumed the purpose. Here's how standups became theater and what actually works instead. Contrarian Wed, 20 Aug 2025 00:00:00 +0000 https://roamingpigs.com/field-manual/drone-delivery-fantasy/ https://roamingpigs.com/field-manual/drone-delivery-fantasy/ Despite $600M funding rounds and $27B market projections, drone delivery faces physics constraints that money can't solve: 20-minute battery life, 5-pound. Contrarian Mon, 18 Aug 2025 00:00:00 +0000 https://roamingpigs.com/field-manual/ai-vendor-lying/ https://roamingpigs.com/field-manual/ai-vendor-lying/ How to see through AI vendor marketing: why demos don't match reality, how accuracy numbers lie, and what questions to ask before buying enterprise AI. AI & Tech Sun, 17 Aug 2025 00:00:00 +0000 https://roamingpigs.com/field-manual/async-beats-meetings/ https://roamingpigs.com/field-manual/async-beats-meetings/ Most meetings are waste disguised as work. The information could have been an email. Teams that default to async outperform teams that fill calendars with meetings. Founder & Career Thu, 14 Aug 2025 00:00:00 +0000 https://roamingpigs.com/field-manual/browser-is-sandbox/ https://roamingpigs.com/field-manual/browser-is-sandbox/ Modern browsers run untrusted code from millions of sources daily and contain threats successfully. Programming Sun, 10 Aug 2025 00:00:00 +0000 https://roamingpigs.com/field-manual/microservices-mistake/ https://roamingpigs.com/field-manual/microservices-mistake/ A monolith with good tests is better than 50 microservices with distributed debugging nightmares. When to use microservices: when you've proven you need them. Contrarian Sat, 26 Jul 2025 00:00:00 +0000 https://roamingpigs.com/field-manual/ai-coding-patterns-that-work/ https://roamingpigs.com/field-manual/ai-coding-patterns-that-work/ AI coding tools made experienced developers 19% slower in METR's study. AI & Tech Fri, 25 Jul 2025 00:00:00 +0000 https://roamingpigs.com/field-manual/prompt-engineering-bubble/ https://roamingpigs.com/field-manual/prompt-engineering-bubble/ Prompt engineering as a career is a bubble. As models improve, the skill becomes less valuable, not more. AI & Tech Tue, 15 Jul 2025 00:00:00 +0000 https://roamingpigs.com/field-manual/grace-hopper-nanosecond/ https://roamingpigs.com/field-manual/grace-hopper-nanosecond/ Grace Hopper's famous nanosecond wire demonstration—and why understanding physical constraints still matters for every system we build today. Tech History Tue, 15 Jul 2025 00:00:00 +0000 https://roamingpigs.com/field-manual/hidden-cost-ai-calendar-assistants/ https://roamingpigs.com/field-manual/hidden-cost-ai-calendar-assistants/ AI calendar assistants claim massive time savings, but rigorous research reveals a productivity paradox: tools that make you feel faster actually make you. AI & Tech Sun, 13 Jul 2025 00:00:00 +0000 https://roamingpigs.com/field-manual/msnbc-cms-before-cms/ https://roamingpigs.com/field-manual/msnbc-cms-before-cms/ In 1996 at MSNBC, I built Workbench - a content management system for editors, copy editors, and photo teams before the term CMS existed. Tech History Sat, 12 Jul 2025 00:00:00 +0000 https://roamingpigs.com/field-manual/friend-got-hacked/ https://roamingpigs.com/field-manual/friend-got-hacked/ A 1987 BBS breach taught me about trust models, intrusion detection, and why security-through-obscurity always fails eventually. Tech History Thu, 10 Jul 2025 00:00:00 +0000 https://roamingpigs.com/field-manual/open-source-isnt-free/ https://roamingpigs.com/field-manual/open-source-isnt-free/ Open source software has a price tag of $0 and a total cost of ownership that can dwarf commercial alternatives. Contrarian Tue, 01 Jul 2025 00:00:00 +0000 https://roamingpigs.com/field-manual/data-lake-not-needed/ https://roamingpigs.com/field-manual/data-lake-not-needed/ Data lakes have become resume-driven development. 85% of projects fail, most turning into data swamps. Programming Mon, 30 Jun 2025 00:00:00 +0000 https://roamingpigs.com/field-manual/safe-vs-priced-round/ https://roamingpigs.com/field-manual/safe-vs-priced-round/ Despite the comforting acronym, a SAFE is often anything but safe for a founder. Learn why priced rounds offer better protection for your cap table. Startup Advisory Tue, 24 Jun 2025 00:00:00 +0000 https://roamingpigs.com/field-manual/code-review-that-works/ https://roamingpigs.com/field-manual/code-review-that-works/ Only 15% of code review comments relate to bugs. Here's how to make the other 85% of review time count: size limits, SLAs, automation, and focused feedback. Programming Mon, 16 Jun 2025 00:00:00 +0000 https://roamingpigs.com/field-manual/asr-accuracy-lies/ https://roamingpigs.com/field-manual/asr-accuracy-lies/ ASR accuracy claims are based on ideal conditions. Real-world performance with background noise, accents and domain jargon lands tens of points worse. AI & Tech Mon, 16 Jun 2025 00:00:00 +0000 https://roamingpigs.com/field-manual/bootstrapped-companies-win/ https://roamingpigs.com/field-manual/bootstrapped-companies-win/ VC funding creates misaligned incentives. Bootstrapped companies often build better products and more sustainable businesses. Startup Advisory Sun, 15 Jun 2025 00:00:00 +0000 https://roamingpigs.com/field-manual/the-slack-trap/ https://roamingpigs.com/field-manual/the-slack-trap/ Slack's own figure is about 90 minutes of active use a workday against more than nine hours connected. The time-saver became the drain. Founder & Career Fri, 13 Jun 2025 00:00:00 +0000 https://roamingpigs.com/field-manual/ai-hallucinations-enterprise/ https://roamingpigs.com/field-manual/ai-hallucinations-enterprise/ Knowledge workers spend about 4.5 hours a week revising AI output, and 56% have made a work mistake trusting it unverified. AI & Tech Sun, 01 Jun 2025 00:00:00 +0000 https://roamingpigs.com/field-manual/sysop-lessons-platform-moderation/ https://roamingpigs.com/field-manual/sysop-lessons-platform-moderation/ Running BBSs in the 1980s meant handling hardware, limited connections, users gaming the system, moderation, and community - with no cloud, no scaling, no. Tech History Thu, 22 May 2025 00:00:00 +0000 https://roamingpigs.com/field-manual/domain-specific-asr/ https://roamingpigs.com/field-manual/domain-specific-asr/ Legal terminology, manufacturing jargon, call center scripts - each requires specialized training. The myth of 'one model to rule them all.' AI & Tech Mon, 12 May 2025 00:00:00 +0000 https://roamingpigs.com/field-manual/series-a-trap/ https://roamingpigs.com/field-manual/series-a-trap/ Series A funding often kills more companies than it saves. The pressure to scale before ready destroys sustainable businesses. Startup Advisory Sat, 10 May 2025 00:00:00 +0000 https://roamingpigs.com/field-manual/architecture-decisions-kill-startups/ https://roamingpigs.com/field-manual/architecture-decisions-kill-startups/ The architecture mistakes that kill startups: premature microservices, wrong database choices, god objects, missing observability, and more. Startup Advisory Thu, 08 May 2025 00:00:00 +0000 https://roamingpigs.com/field-manual/dotcom-crash-inside/ https://roamingpigs.com/field-manual/dotcom-crash-inside/ First-person account of running Core Logic Software during the 2000-2002 dot-com crash. Tech History Wed, 07 May 2025 00:00:00 +0000 https://roamingpigs.com/field-manual/uss-missouri-drone-surrender/ https://roamingpigs.com/field-manual/uss-missouri-drone-surrender/ During the Gulf War, Iraqi troops surrendered to the USS Missouri's Pioneer UAV - the first surrender to a drone in history. Tech History Fri, 02 May 2025 00:00:00 +0000 https://roamingpigs.com/field-manual/why-i-never-use-orms/ https://roamingpigs.com/field-manual/why-i-never-use-orms/ ORMs hide the database until they don't, create performance traps, and solve the wrong problem. SQL is the better abstraction. Contrarian Sun, 27 Apr 2025 00:00:00 +0000 https://roamingpigs.com/field-manual/ai-wrapper-dropshipping/ https://roamingpigs.com/field-manual/ai-wrapper-dropshipping/ The AI wrapper economy mirrors dropshipping: low barriers to entry, no moat, platform dependency. AI & Tech Sat, 26 Apr 2025 00:00:00 +0000 https://roamingpigs.com/field-manual/security-breaches-dont-matter/ https://roamingpigs.com/field-manual/security-breaches-dont-matter/ The security industry profits from fear. Most breaches have minimal impact while companies overspend on exotic threats. Contrarian Sun, 20 Apr 2025 00:00:00 +0000 https://roamingpigs.com/field-manual/technical-due-diligence-checklist/ https://roamingpigs.com/field-manual/technical-due-diligence-checklist/ A comprehensive checklist for evaluating startup technology: architecture, code quality, infrastructure, team, and security. Startup Advisory Mon, 14 Apr 2025 00:00:00 +0000 https://roamingpigs.com/field-manual/small-language-models/ https://roamingpigs.com/field-manual/small-language-models/ Gartner predicts task-specific AI models will be used 3x more than general-purpose LLMs by 2027. Why latency, cost, and privacy push enterprises toward SLMs. AI & Tech Sat, 12 Apr 2025 00:00:00 +0000 https://roamingpigs.com/field-manual/local-first-renaissance/ https://roamingpigs.com/field-manual/local-first-renaissance/ Local-first software puts your data on your device first. The cloud becomes optional. Programming Mon, 07 Apr 2025 00:00:00 +0000 https://roamingpigs.com/field-manual/the-senior-engineer-plateau/ https://roamingpigs.com/field-manual/the-senior-engineer-plateau/ Only 10-15% of engineers reach Staff level. Why the senior-to-staff jump is the hardest career transition in software. Founder & Career Fri, 28 Mar 2025 00:00:00 +0000 https://roamingpigs.com/field-manual/dependency-is-debt/ https://roamingpigs.com/field-manual/dependency-is-debt/ Every dependency you add is a future liability. Why your package.json is technical debt waiting to compound. Programming Mon, 24 Mar 2025 00:00:00 +0000 https://roamingpigs.com/field-manual/ai-agents-cant-remember/ https://roamingpigs.com/field-manual/ai-agents-cant-remember/ Current AI agents don't learn - they retrieve. New research on reinforcement learning for memory could change that. AI & Tech Sat, 22 Mar 2025 00:00:00 +0000 https://roamingpigs.com/field-manual/computers-are-cheap/ https://roamingpigs.com/field-manual/computers-are-cheap/ Why premature optimization wastes developer time. The economics of knowing when code is good enough and when performance actually matters. Programming Mon, 10 Mar 2025 00:00:00 +0000 https://roamingpigs.com/field-manual/ai-art-good-for-artists/ https://roamingpigs.com/field-manual/ai-art-good-for-artists/ The panic over AI image generation misses how it's actually helping working artists be more productive and creative. Contrarian Mon, 10 Mar 2025 00:00:00 +0000 https://roamingpigs.com/field-manual/high-velocity-team-anatomy/ https://roamingpigs.com/field-manual/high-velocity-team-anatomy/ The traits that high-performing engineering teams share have nothing to do with methodology certifications. Programming Fri, 07 Mar 2025 00:00:00 +0000 https://roamingpigs.com/field-manual/night-we-lost-production/ https://roamingpigs.com/field-manual/night-we-lost-production/ The pattern behind production outages: the 2am alert, the escalating panic, the decision that makes it worse. Contrarian Tue, 25 Feb 2025 00:00:00 +0000 https://roamingpigs.com/field-manual/european-vc-hype-reality/ https://roamingpigs.com/field-manual/european-vc-hype-reality/ European AI funding doubled in 2025. But 90% of startups fail and 95% of AI pilots never deliver ROI. What the funding headlines don't tell you. Startup Advisory Sat, 15 Feb 2025 00:00:00 +0000 https://roamingpigs.com/field-manual/web-spy-personal-crawler/ https://roamingpigs.com/field-manual/web-spy-personal-crawler/ I built Web Spy - a desktop app that crawled and cached websites for offline reading. This was before HTTrack, before Pocket, before Instapaper. Never shipped it. Tech History Fri, 31 Jan 2025 00:00:00 +0000 https://roamingpigs.com/field-manual/those-old-programming-books/ https://roamingpigs.com/field-manual/those-old-programming-books/ Dog-eared, coffee-stained, held together by stubbornness and nostalgia. The programming books from the late 1970s that started a 45-year journey in technology. Tech History Sun, 26 Jan 2025 00:00:00 +0000 https://roamingpigs.com/field-manual/technical-cofounder-burnout/ https://roamingpigs.com/field-manual/technical-cofounder-burnout/ Technical co-founders face unique pressures: irreversible architecture decisions, constant translation duty, recognition gaps, and always-on responsibility. Founder & Career Wed, 15 Jan 2025 00:00:00 +0000 https://roamingpigs.com/field-manual/documentation-as-product/ https://roamingpigs.com/field-manual/documentation-as-product/ Documentation quality determines adoption more than feature completeness. Programming Sat, 11 Jan 2025 00:00:00 +0000 https://roamingpigs.com/field-manual/solo-founder-loneliness/ https://roamingpigs.com/field-manual/solo-founder-loneliness/ Solo founders face psychological costs the startup world rarely acknowledges. The isolation isn't weakness—it's physics. Startup Advisory Fri, 10 Jan 2025 00:00:00 +0000 https://roamingpigs.com/field-manual/ai-bubble-deflation/ https://roamingpigs.com/field-manual/ai-bubble-deflation/ Drawing parallels between the 2000 dot-com crash and today's AI investment frenzy. AI & Tech Mon, 06 Jan 2025 00:00:00 +0000 https://roamingpigs.com/field-manual/when-microservices-make-sense/ https://roamingpigs.com/field-manual/when-microservices-make-sense/ Microservices succeed when you have the right prerequisites: team scale, deployment independence, scaling needs, and operational maturity. Programming Wed, 01 Jan 2025 00:00:00 +0000 https://roamingpigs.com/field-manual/my-crawler-crashed-los-alamos/ https://roamingpigs.com/field-manual/my-crawler-crashed-los-alamos/ How a homemade web crawler in 1993 crashed a Los Alamos server, the birth of robots.txt, and why AI companies are breaking the web etiquette that held for 30 years. Tech History Fri, 06 Dec 2024 00:00:00 +0000 https://roamingpigs.com/field-manual/startup-metrics-theater/ https://roamingpigs.com/field-manual/startup-metrics-theater/ Vanity metrics like DAU and total downloads create illusions of progress while hiding real problems. Startup Advisory Mon, 02 Dec 2024 00:00:00 +0000 https://roamingpigs.com/field-manual/c-was-last-good-language/ https://roamingpigs.com/field-manual/c-was-last-good-language/ Why modern languages prioritize developer experience over runtime efficiency. The trade-offs we accepted and forgot. Where Rust tries to have it both ways. Programming Wed, 27 Nov 2024 00:00:00 +0000 https://roamingpigs.com/field-manual/text-adventures-taught-me-everything/ https://roamingpigs.com/field-manual/text-adventures-taught-me-everything/ How text adventure games like Zork shaped my understanding of software design, interface thinking, and the power of constraints to fuel creativity. Tech History Fri, 08 Nov 2024 00:00:00 +0000 https://roamingpigs.com/field-manual/remote-work-made-us-worse/ https://roamingpigs.com/field-manual/remote-work-made-us-worse/ Remote work traded visible costs for invisible ones. Knowledge transfer, mentorship, and collaboration all suffered. Programming Tue, 05 Nov 2024 00:00:00 +0000 https://roamingpigs.com/field-manual/multimodal-ai-overhyped/ https://roamingpigs.com/field-manual/multimodal-ai-overhyped/ Multimodal AI sits at peak hype on Gartner's 2025 cycle. But 80% of pilots fail to scale beyond testing. AI & Tech Sat, 02 Nov 2024 00:00:00 +0000 https://roamingpigs.com/field-manual/patent-strategy-founder/ https://roamingpigs.com/field-manual/patent-strategy-founder/ When patents matter (defensive portfolios, M&A leverage, licensing revenue) and when they're a distraction. Founder & Career Fri, 01 Nov 2024 00:00:00 +0000 https://roamingpigs.com/field-manual/serverless-done-right/ https://roamingpigs.com/field-manual/serverless-done-right/ Serverless done right is small, stateless, and boring. The pattern that survives traffic spikes without burning your AWS bill or your team. Programming Tue, 22 Oct 2024 00:00:00 +0000 https://roamingpigs.com/field-manual/users-dont-care-architecture/ https://roamingpigs.com/field-manual/users-dont-care-architecture/ The graveyard is full of startups with beautiful architecture and zero traction. 70% of failed startups scaled prematurely. Startup Advisory Thu, 17 Oct 2024 00:00:00 +0000 https://roamingpigs.com/field-manual/technical-interviews-broken/ https://roamingpigs.com/field-manual/technical-interviews-broken/ Technical interviews optimize for competitive coding skills that rarely matter in actual work. What we should test instead - and how hiring could improve. Contrarian Tue, 15 Oct 2024 00:00:00 +0000 https://roamingpigs.com/field-manual/mutation-testing-primer/ https://roamingpigs.com/field-manual/mutation-testing-primer/ Mutation testing answers what coverage can't: do your tests actually catch bugs? Learn how to use mutation testing tools to find the gaps in your test suite. Programming Sat, 12 Oct 2024 00:00:00 +0000 https://roamingpigs.com/field-manual/layer-tax/ https://roamingpigs.com/field-manual/layer-tax/ Every abstraction layer has a cost. Benchmarks showing the real price of convenience from someone who built fast systems in the 90s and slow ones today. Programming Mon, 07 Oct 2024 00:00:00 +0000 https://roamingpigs.com/field-manual/strawberry-tokenization-problem/ https://roamingpigs.com/field-manual/strawberry-tokenization-problem/ LLMs confidently say strawberry has two R's because they've never seen letters—only tokens. This tokenization blindness predicts where AI will fail. AI & Tech Thu, 03 Oct 2024 00:00:00 +0000 https://roamingpigs.com/field-manual/compuserve-was-internet/ https://roamingpigs.com/field-manual/compuserve-was-internet/ CompuServe pioneered email, forums, and real-time chat for three million users a decade before the open web. The platform-as-internet pattern keeps returning. Tech History Sat, 28 Sep 2024 00:00:00 +0000 https://roamingpigs.com/field-manual/crypto-is-bad/ https://roamingpigs.com/field-manual/crypto-is-bad/ Environmental destruction, greater fool economics, regulatory arbitrage, and ransomware's favorite payment method. The SEC was right all along. Crypto & Blockchain Tue, 17 Sep 2024 00:00:00 +0000 https://roamingpigs.com/field-manual/inventions-i-never-shipped/ https://roamingpigs.com/field-manual/inventions-i-never-shipped/ Over 45 years, I noticed a pattern: I keep building things that later become billion-dollar companies. Founder & Career Mon, 09 Sep 2024 00:00:00 +0000 https://roamingpigs.com/field-manual/best-code-was-deleted/ https://roamingpigs.com/field-manual/best-code-was-deleted/ The hardest skill in software engineering isn't writing code - it's knowing when to delete it. Stories of systems that improved by subtraction. Programming Sat, 07 Sep 2024 00:00:00 +0000 https://roamingpigs.com/field-manual/fidonet-before-internet/ https://roamingpigs.com/field-manual/fidonet-before-internet/ FidoNet was a global network connecting thousands of BBSs via scheduled phone calls. Tech History Mon, 02 Sep 2024 00:00:00 +0000 https://roamingpigs.com/field-manual/bbs-door-games-golden-age/ https://roamingpigs.com/field-manual/bbs-door-games-golden-age/ Trade Wars, Legend of the Red Dragon, Barren Realms Elite - BBS door games created the template for online gaming. Tech History Wed, 28 Aug 2024 00:00:00 +0000 https://roamingpigs.com/field-manual/navy-taught-me-perspective/ https://roamingpigs.com/field-manual/navy-taught-me-perspective/ I joined the Navy at 18 and got deployed to Desert Shield right out of boot camp. Founder & Career Sun, 18 Aug 2024 00:00:00 +0000 https://roamingpigs.com/field-manual/the-integration-tax/ https://roamingpigs.com/field-manual/the-integration-tax/ Third-party API integration costs 56% more than initial estimates when you account for maintenance, breaking changes, and troubleshooting. Programming Thu, 08 Aug 2024 00:00:00 +0000 https://roamingpigs.com/field-manual/technical-debt-people-problem/ https://roamingpigs.com/field-manual/technical-debt-people-problem/ Technical debt accumulates because of organizational dysfunction - pressure to ship, fear of refactoring, knowledge silos. Founder & Career Mon, 05 Aug 2024 00:00:00 +0000 https://roamingpigs.com/field-manual/rum-challenge-response-spam/ https://roamingpigs.com/field-manual/rum-challenge-response-spam/ In the 1990s, I built RUM (Real User Mail) - a challenge-response system to fight spam. It worked. I never released it. Years later, the industry reinvented it. Tech History Sat, 03 Aug 2024 00:00:00 +0000 https://roamingpigs.com/field-manual/blockchain-2018-lessons/ https://roamingpigs.com/field-manual/blockchain-2018-lessons/ What I learned doing technical due diligence on blockchain startups seeking funding. The technology works - for exactly one use case. Crypto & Blockchain Wed, 24 Jul 2024 00:00:00 +0000 https://roamingpigs.com/field-manual/bbs-culture-silicon-valley-forgot/ https://roamingpigs.com/field-manual/bbs-culture-silicon-valley-forgot/ 1980s BBS culture created authentic communities through sysop relationships and local control. Taiwan's PTT still has 1.5M active users. Tech History Fri, 19 Jul 2024 00:00:00 +0000 https://roamingpigs.com/field-manual/asr-privacy-paradox/ https://roamingpigs.com/field-manual/asr-privacy-paradox/ ASR systems need training data. Training data contains sensitive audio. How federated learning solves the conflict between ML requirements and privacy laws. AI & Tech Sun, 14 Jul 2024 00:00:00 +0000 https://roamingpigs.com/field-manual/netscape-ipo-changed-everything/ https://roamingpigs.com/field-manual/netscape-ipo-changed-everything/ Netscape's IPO established the template for modern startup culture: growth over profit, massive early valuations, and boom-bust rhythms. Tech History Tue, 09 Jul 2024 00:00:00 +0000 https://roamingpigs.com/field-manual/speaker-diarization-hardest/ https://roamingpigs.com/field-manual/speaker-diarization-hardest/ Why Zoom transcripts attribute quotes to the wrong people. The cocktail party problem isn't solved - it's hidden. Multi-device synchronization as a workaround. AI & Tech Thu, 04 Jul 2024 00:00:00 +0000 https://roamingpigs.com/field-manual/why-icq-died/ https://roamingpigs.com/field-manual/why-icq-died/ ICQ invented instant messaging and reached 100 million users. Then it died through corporate neglect, software bloat, and missed mobile transition. Tech History Sun, 30 Jun 2024 00:00:00 +0000 https://roamingpigs.com/field-manual/write-own-build-scripts/ https://roamingpigs.com/field-manual/write-own-build-scripts/ Build tool complexity has gotten out of control. A 50-line shell script often does the job better than any framework. Programming Tue, 25 Jun 2024 00:00:00 +0000 https://roamingpigs.com/field-manual/nft-crash-predictable/ https://roamingpigs.com/field-manual/nft-crash-predictable/ NFTs crashed nearly 90% from their 2021 peak. This was predictable from the start. Crypto & Blockchain Mon, 24 Jun 2024 00:00:00 +0000 https://roamingpigs.com/field-manual/myth-overnight-success/ https://roamingpigs.com/field-manual/myth-overnight-success/ Every startup success story is a lie by omission. The media compresses years of grinding, pivots, and near-death experiences into a simple narrative. Startup Advisory Wed, 19 Jun 2024 00:00:00 +0000 https://roamingpigs.com/field-manual/database-is-api/ https://roamingpigs.com/field-manual/database-is-api/ Your database is already the best API you'll ever build. Direct SQL, foreign keys, and constraints beat the REST layer most teams ship on top. Programming Fri, 14 Jun 2024 00:00:00 +0000 https://roamingpigs.com/field-manual/engineers-own-build-system/ https://roamingpigs.com/field-manual/engineers-own-build-system/ Build systems have become black boxes that nobody understands. When they break, teams are helpless. Programming Tue, 04 Jun 2024 00:00:00 +0000 https://roamingpigs.com/field-manual/board-doesnt-understand/ https://roamingpigs.com/field-manual/board-doesnt-understand/ Most boards lack technical expertise to evaluate software companies. How to translate complexity without losing investor confidence. Startup Advisory Wed, 29 May 2024 00:00:00 +0000 https://roamingpigs.com/field-manual/feature-flags-complexity/ https://roamingpigs.com/field-manual/feature-flags-complexity/ Feature flags promised safe deployments but delivered hidden complexity. Research shows 73% never get removed, costing teams $125K+ yearly in maintenance overhead. Programming Sun, 19 May 2024 00:00:00 +0000 https://roamingpigs.com/field-manual/fire-first-engineer/ https://roamingpigs.com/field-manual/fire-first-engineer/ Your first engineering hire was perfect for building the prototype. But scaling requires different skills. Startup Advisory Tue, 14 May 2024 00:00:00 +0000 https://roamingpigs.com/field-manual/shareware-model-forgotten/ https://roamingpigs.com/field-manual/shareware-model-forgotten/ Andrew Fluegelman shipped PC-Talk in 1982 and asked users to mail $25 if they liked it. Doom, WinZip, and id Software grew from the same honor system. Tech History Thu, 09 May 2024 00:00:00 +0000 https://roamingpigs.com/field-manual/operational-voice-intelligence/ https://roamingpigs.com/field-manual/operational-voice-intelligence/ From voice to context to action: an operational framework for voice AI that does more than transcribe — it understands and acts. AI & Tech Sat, 04 May 2024 00:00:00 +0000 https://roamingpigs.com/field-manual/the-platform-trap/ https://roamingpigs.com/field-manual/the-platform-trap/ Platform dependency killed Apollo, PostMyParty, and hundreds of apps when Twitter, Reddit, and Meta changed their APIs. Platform risk is existential risk. Startup Advisory Wed, 01 May 2024 00:00:00 +0000 https://roamingpigs.com/field-manual/framework-treadmill/ https://roamingpigs.com/field-manual/framework-treadmill/ The JavaScript framework ecosystem keeps solving the same problems with new syntax every 2-3 years. Programming Wed, 24 Apr 2024 00:00:00 +0000 https://roamingpigs.com/field-manual/voice-ai-demo-production-gap/ https://roamingpigs.com/field-manual/voice-ai-demo-production-gap/ Voice AI demos work perfectly. Production deployments fail. After a decade building speech systems, here's why the gap exists and how to bridge it. AI & Tech Fri, 19 Apr 2024 00:00:00 +0000 https://roamingpigs.com/field-manual/blockchain-solution-no-problem/ https://roamingpigs.com/field-manual/blockchain-solution-no-problem/ Blockchain has been 'revolutionary' for 15 years without revolutionizing anything. Every enterprise blockchain quietly becomes a regular database. Crypto & Blockchain Sun, 14 Apr 2024 00:00:00 +0000 https://roamingpigs.com/field-manual/product-stopped-growing/ https://roamingpigs.com/field-manual/product-stopped-growing/ When your product stops growing: a diagnostic checklist that separates user-fit problems from distribution problems from market exhaustion. Founder & Career Thu, 11 Apr 2024 00:00:00 +0000 https://roamingpigs.com/field-manual/founder-ego-kills-startups/ https://roamingpigs.com/field-manual/founder-ego-kills-startups/ Founder ego sinks more startups than market fit or capital. The patterns I keep seeing on due-diligence calls, and the questions that surface them. Contrarian Thu, 04 Apr 2024 00:00:00 +0000 https://roamingpigs.com/field-manual/programming-before-google/ https://roamingpigs.com/field-manual/programming-before-google/ Programming in the pre-internet era meant libraries, magazines, and BBSs. Tech History Mon, 25 Mar 2024 00:00:00 +0000 https://roamingpigs.com/field-manual/death-technical-blog/ https://roamingpigs.com/field-manual/death-technical-blog/ Technical blog posts were searchable, skimmable, and copy-pasteable. Video tutorials are none of these. Contrarian Wed, 20 Mar 2024 00:00:00 +0000 https://roamingpigs.com/field-manual/tech-debt-is-rot/ https://roamingpigs.com/field-manual/tech-debt-is-rot/ Debt implies payback. You won't. It compounds faster than interest. Every startup that says 'we'll clean it up after we raise' never does. Contrarian Sun, 10 Mar 2024 00:00:00 +0000 https://roamingpigs.com/field-manual/piracy-helped-technology/ https://roamingpigs.com/field-manual/piracy-helped-technology/ Software piracy in the 80s and 90s built the networks, protocols, and communities that became legitimate tech infrastructure. Tech History Tue, 05 Mar 2024 00:00:00 +0000 https://roamingpigs.com/field-manual/code-review-broken/ https://roamingpigs.com/field-manual/code-review-broken/ Code review as practiced by most teams is a bottleneck that provides less value than we pretend. Small PRs, distributed reviewing, and time SLAs can fix it. Programming Thu, 29 Feb 2024 00:00:00 +0000 https://roamingpigs.com/field-manual/i-work-faster-alone/ https://roamingpigs.com/field-manual/i-work-faster-alone/ After 45 years in tech, I know I work faster alone. The collaboration-industrial complex says more interaction is always better. My shipped code says otherwise. Contrarian Mon, 19 Feb 2024 00:00:00 +0000 https://roamingpigs.com/field-manual/my-first-computer/ https://roamingpigs.com/field-manual/my-first-computer/ 1977 was the year everything started. The Apple II, TRS-80, and Commodore PET created personal computing. Tech History Wed, 14 Feb 2024 00:00:00 +0000 https://roamingpigs.com/field-manual/gpu-democratization-nobody-talking/ https://roamingpigs.com/field-manual/gpu-democratization-nobody-talking/ Alternative GPU clouds really are cheaper per hour than the hyperscalers. The tradeoffs nobody mentions: reliability, security, support. Startup Advisory Fri, 09 Feb 2024 00:00:00 +0000 https://roamingpigs.com/field-manual/agile-is-cargo-cult/ https://roamingpigs.com/field-manual/agile-is-cargo-cult/ Standups, sprints, and story points without the underlying values. How Agile became a certification industry that produces the opposite of agility. Contrarian Sun, 04 Feb 2024 00:00:00 +0000 https://roamingpigs.com/field-manual/debugging-before-stackoverflow/ https://roamingpigs.com/field-manual/debugging-before-stackoverflow/ Stack Overflow launched in 2008. For the first thirty years of my career, 'Google the error message' wasn't an option. Tech History Tue, 30 Jan 2024 00:00:00 +0000 https://roamingpigs.com/field-manual/myth-10x-engineer/ https://roamingpigs.com/field-manual/myth-10x-engineer/ Stop hunting for 10x engineers. The variation in programmer productivity is real, but team systems beat individual heroics. Contrarian Thu, 25 Jan 2024 00:00:00 +0000 https://roamingpigs.com/field-manual/prodigy-dial-up-lessons/ https://roamingpigs.com/field-manual/prodigy-dial-up-lessons/ Prodigy invested $1 billion building walls that collapsed when the open internet arrived. The pattern has repeated with every major walled garden since. Tech History Sat, 20 Jan 2024 00:00:00 +0000 https://roamingpigs.com/field-manual/the-rewrite-trap/ https://roamingpigs.com/field-manual/the-rewrite-trap/ Most software rewrites fail quietly, absorbed back into the org or cancelled. Why incremental improvement beats the clean slate. Programming Mon, 15 Jan 2024 00:00:00 +0000