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Articles by Manu Shukla — page 14
Founder & Director
Founder of eCorpIT. Hands-on engineer leading senior-only delivery for AI apps, custom software, and cloud systems for global clients.
1193 articles, newest first — page 14 of 50
Apple has shipped six developer betas and four public betas of iOS 27 since 8 June 2026. Here is every date and build number from Apple's own releases feed, and what is left between now and the September launch.
The iOS 27 SDK turns the UIScene warning into a launch-time assertion, and Flutter 3.47 raised the minimum iOS deployment target to 15. Here is the UIKit and Flutter migration, with code and a rollout plan.
Mistral's Agentic Search launch claims a jump from 26.7% to 86% on FinanceBench. The 86% figure belongs to a Z.ai model, and the managed path that delivers it cannot run on Mistral's EU regional endpoint.
OpenAI's Assistants API is removed on 26 August 2026. The migration guide claims no lost feature support, then says there will be no automated tool for moving threads to conversations.
OpenAI released a Prompt Caching dashboard on 20 August 2026 that reports cache reads per write. On GPT-5.6 that ratio decides whether caching cuts your input bill by 78 percent or raises it by 25 percent, and Azure
openai 3.0.0 landed on PyPI at 01:55 UTC on 12 August 2026. It replaced HTTPX with HTTPX2, stopped installing certifi, and moved certificate verification to the operating-system trust store.
Perplexity's 13 August 2026 post gives Sonar 45 days, ending 27 September 2026. The migration guide names no date, the changelog names none, and the docs' benchmarks show 5.46x where the blog claims 7x.
AWS shipped long-term Redshift system table retention on 20 August 2026. The launch post says AWS manages retention. The management guide says Redshift defines none, and unconfigured data is kept forever.
Cloud · Aug 21, 2026 · 11 min read AWS says there is no additional cost to generate a SageMaker inference recommendation. Its own EAGLE documentation shows optimization jobs running on training instances for up to 120 hours across ten nodes.
Supabase relocated read replica management to Project Settings then Infrastructure on 21 August 2026. The interesting part is the cost model underneath it, and a live 10x pricing contradiction.
AWS announced customer managed key support for Timestream for InfluxDB on 20 August 2026. The developer guide hands you a --kms-key-id flag that six AWS reference pages do not document.
Vercel's new vcr command group landed on 20 August 2026. Two live Vercel pages disagree on repository limits, and the 500 MB layer ceiling stops fat images before the 15 GB total does.
Vercel's new metric() function emits custom metrics from Vercel Functions. Every data point counts as one Observability event at $1.20 per million, with hard caps of 100 metrics per invocation and 50 attributes each.
Zed's 1.16.1 release on 19 August 2026 switched the default model for OpenAI subscription users to GPT-5.6 Sol. Its hosted price table still carries OpenAI's pre-30-July rates for Terra and Luna, so the published Luna
Google's Android 17 blog says apps over the memory limit are killed. AOSP says memory.high is a soft limit that throttles and swaps first. The caps, the process-state table and the adb commands, from the source docs.
AWS made Web Search on Amazon Bedrock generally available on 4 August 2026 and told buyers to check the pricing page for costs. The pricing page has no price. Worse, the default IAM policy grants search but not external
Bun v1.4.0 was published at 14:07 UTC on 20 August 2026, 99 days after 1.3.14. It reports Node 26, changes five defaults, and Vercel gates the upgrade behind an explicit opt-in.
On 19 August 2026 Cloudflare published a remote Spectre attack that leaked a JWT from a co-located Worker at up to 12 bit/s. The 2021 attack managed 2 bit/min. The blog and the paper disagree on the risk.
Cursor now hosts code. Origin shipped in early beta on 17 August 2026 to Pro, Teams and Enterprise plans, but two Cursor doc pages contradict each other on who can claim your permanent namespace, and no pricing page
Three OpenAI developer surfaces die on 30 November 2026 after a single 40-word changelog entry. The export path for evals closes a month earlier, on 31 October, and OpenAI's own docs still disagree about where Agent
OpenAI's 19 August 2026 Zero Data Retention post promises prompts are not retained. Its own API docs list 14 of 25 endpoints as ZDR-ineligible, keep CSAM-flagged images regardless, and price non-US residency at a 10%
Slack gave assistant_view a death date on 20 August 2026 and replaced its methods with the Agent Sessions API. The manifest switch cannot be undone, it forces a Marketplace review for distributed apps, and the new
Vercel's 19 August 2026 changelog quotes Fish Audio text-to-speech at $15.00 per million characters. Fish Audio's own rate card says per million UTF-8 bytes. For Hindi or Chinese the two are not the same number.
DevOps · Aug 19, 2026 · 13 min read Amazon EKS charges $0.60 per cluster hour once a Kubernetes version leaves standard support, six times the $0.10 base rate. That number, not a job title, is what a DevOps hire is really being asked to prevent.