Сделал в компании доклад о применении ИИ в архитектуре, давайте и вам расскажу.
Фокус в использовании подхода architecture as code: абсолютно все архитектурные артефакты у нас это тексты. С обычной документацией понятно, это и так некоторый набор текстовых файлов, чаще всего в макрдауне. Для них мы применяем структурный шаблон Arc42 — список из 12 пунктов, по которым нужно распределить информацию о проектируемой системе.
Структурный шаблон, во-первых, хорошо известен нейронкам, и они сразу понимают, о чём речь. Во-вторых, можно кинуться в модель бизнес-требованиям и очень быстро создать некий первоначальный набросок, от которого вы дальше уже пляшете, уточняя по пунктам и исправляя ошибки ИИ. Ну и, в-третьих, готовая структура с ящиками, по которым нужно всё раскладывать, это гораздо лучше, чем свалка ADR'ок, как это нередко бывает в компаниях.
Со схемами и диаграммами ещё интереснее. Берём инструменты со своими DSL-языками, такие, как Structurizr и PlantUML. Вся схема или диаграмма целиком определяется текстовым файлом. Можно применять Git со всеми его преимуществами. А для нейронок это родная среда: вы, как человек, смотрите на схему глазами, но нейронка работает с её DSL-файлом. Навскидку тут прирост эффективности даже больше, чем в программировании, потому что DSL это просто синтаксис, без смыслового наполнения, человеку его можно вообще не знать. Ты пишешь промпты, а смотришь уже на картинку, сгенерированную схему, и следующим промптом указываешь, где какие правки сделать. Нейронке при этом не приходится думать про потоки, асинхронность, типы данных, она просто правит текст как текст, поскольку у DSL нет поведения.
Тут как раз наиболее видна разница между рутинной и интеллектуальной частью работы. Как именно будет выглядеть схема, продумывает архитектор. Если доверить это нейронке, даже мощной, будет полно ошибок, неоптимальностей, неучтённых нюансов среды и так далее. Но вот само по себе написание синтаксиса — имба.
#dev@clockstackwheels
C U R V E S / Under Magnitude by Marc Fornes / THEVERYMANY
The strength of #undermagnitude is achieved by 'Intensive Curvature,' which is the maximization of double #curvature across the project while constraining maximum radii. The result is a #structure that has much tighter curvature with constant change of direction, and results in more structurally performance. 'Intensive Curvature' leads to the curly, tubular branching characteristics consistent across the studio's body of work.
In order to achieve structural #stability , each stripe assumes high degrees of curvature individually and high degrees of double curvature in accumulation -- amounting to extreme structural #rigidity throughout the project.
#arch_shovel#archdaily
🚀 Iranian Parliament Speaker Warns of Consequences for Ceasefire Violations
On April 9, Iranian Parliament Speaker Mohammad Bagher Ghalibaf stated that any breach of the ceasefire agreement will result in clear consequences. According to BlockBeats, Ghalibaf emphasized the importance of adhering to the terms of the agreement to avoid potential repercussions. The statement underscores the significance of maintaining peace and stability in the region.
#Iran#Parliament#Ceasefire#Consequences#Peace#Stability#MiddleEast
🚀 Canada's March Unemployment Rate Matches Previous Value at 6.7%
Canada's unemployment rate for March was reported at 6.7%, according to Jin10. This figure aligns with the previous month's rate and is slightly better than the anticipated 6.80%. The data suggests stability in the Canadian labor market during this period.
#Canada#unemploymentrate#March2026#labor market #stability#Jin10
🚀 Bitcoin's Stability Amid Institutional Buying and Whale Selling
Bitcoin has maintained a price range between $65,000 and $73,000 over the past six weeks. According to NS3.AI, this stability is due to institutional buying counterbalancing selling activities from whales, miners, medium-sized holders, and Bhutan. U.S. spot ETFs have absorbed approximately 50,000 BTC monthly. Meanwhile, miners have sold over 19,000 BTC in the past week, and whale holdings have shifted from an annual accumulation of 200,000 BTC to a reduction of 188,000 BTC.
#Bitcoin#Stability#InstitutionalBuying#WhaleSelling#NS3AI#USSpotETFs#BTC#Miners#WhaleHoldings#PriceRange#Crypto
🚀 Finland to Restrict Nuclear Weapons Deployment During Peacetime
Finland has announced plans to declare its intention not to station nuclear weapons on its territory during peacetime, despite ongoing legislative changes that would permit such a deployment. Bloomberg posted on X, highlighting Finland's strategic decision amid evolving security dynamics in the Nordic region. The move comes as Finland reassesses its defense policies in response to regional security concerns. The country's government is working on legal amendments that would enable the deployment of nuclear weapons if deemed necessary in the future. However, Finland remains committed to maintaining a nuclear-free stance during times of peace, reflecting its cautious approach to national security. This decision aligns with Finland's broader defense strategy, which prioritizes stability and peace in the region. The legislative changes are part of Finland's efforts to enhance its defense capabilities while ensuring transparency and adherence to international norms. Finland's stance on nuclear weapons deployment underscores its commitment to regional security and diplomatic engagement.
#Finland#NuclearWeapons#Peacetime#DefensePolicy#RegionalSecurity#NordicRegion#NationalSecurity#Diplomacy#LegislativeChanges#NuclearFree#InternationalNorms#Stability
Bay Harbor Re Secures $50M Funding
Bay Harbor Re, a reinsurance firm, has announced a funding round of $50 million, set for December 13, 2024. The company focuses on delivering stability and protection tailored to meet the specific needs of its partners.
#Reinsurance#Funding#Investment#BayHarborRe#FinancialServices#Insurance#Stability#Protection#Partners#BusinessDevelopment#MarketInsights#RiskManagement#Capital #2024 #Profitability#Growth#InsuranceMarket#CorporateNews#FundingRound
Market Trends Impact Developer Salaries
Developers face salary stagnation as the job market grows competitive. With more candidates than job openings, mid-senior professionals find job switches yield minimal salary increases. Becoming a tech lead is rare and corporations limit hiring senior candidates. Stability may lie in entrepreneurship or pet projects instead. Consider exploring these options for long-term financial health.
#JobMarket#DeveloperSalaries#Entrepreneurship#PetProject#IT#CareerGrowth#TechIndustry#EmploymentTrends#SalaryTrends#BusinessModel#Stability#Competition#JobSwitch#MidCareer#SeniorDevelopers#MarketAnalysis#ITCareers#FinancialPlanning#TechJobs#Startup#TechLeadership