Auto-aggregated global tech articles · 434 posts
Ask which backend is fastest and somebody shows you a bar chart. For twelve years that chart came from the TechEmpower Framework Benchmarks, and in March 2026 the repository went into archived mode after a final round covering more than 330 framework implementations. The archival is more useful tha
We Built an AI to Hunt Earth-Like Planets — Here's How Finding planets around other stars is hard. Kepler gives us raw light curves — brightness measurements over time — and buried inside that noisy data are tiny dips caused by planets crossing their star. We built Astrobit 1.0 to find them automa
Hi, For single-GPU training, I’m using Hugging Face SFTTrainer with auto_find_batch_size=True, which automatically reduces the batch size after a CUDA OOM until it finds a batch size that works. I would like to have similar behavior when training on multiple GPUs on a single node using accelerate la
Cross-Chain Bridge Risk Assessment: Aave V3 Target Protocol: Aave V3 (TVL: $17475.9M) Cross‑Chain Bridge Risk Assessment – Aave V3 TVL (Ethereum + L2s): ≈ $17.48 B Prepared by: [Your Firm] – Senior DeFi Security Research & Auditing Team Date: 14 September 2026 1. Executive Summ
There is a rule here that tests never write to the real record store, and unlike most of my rules it was already a device rather than a sentence. Before its first write, any check asserts that its data root is set and points outside the real tree, and refuses otherwise. The rule exists because of a
I was reading the release notes for the MCP Python SDK while planning this month’s AAIF Ambassador contribution, and one change stopped me: clients on 2.x now follow HTTP redirects only when they remain within the endpoint’s origin. That’s a good default. A redirect can move a client from the se
Our cache cluster blipped for four seconds at 09:14. It came back at 09:14:04 and immediately fell over again, and this time it stayed down for nineteen minutes. Nothing was wrong with the cache. We had DDoS'd ourselves with our own retry policy, from roughly 900 pods running the same library. The
When people talk about Nigerian startups, fintech is usually the first category that comes to mind. Payments. Digital banking. Fintech APIs. But Nigeria's developer ecosystem is becoming much broader. A good example is Terra Industries, a Nigerian defence-tech startup that recently raised anoth
Ahnii! Waaseyaa's cache:clear CLI command had two bugs stacked on top of each other: it couldn't be constructed by the real CLI at all, and once that was worked around, it cleared a hardcoded list of bins that didn't match what the application actually configured. Here's both bugs, the fix, and why
Technical Specification: Isomorphic Binding Architecture Core Philosophy: "All Bindings Are Drivers" SQUARE (Perfect Binding): ┌────────────┐ │ │ All 4 sides equal │ Binding │ = Symmetric process │ │ = Bidirectional FFI └────────────┘ RECTANGLE (Driver):
Oracle's power guarantee for a nearly one-gigawatt Wisconsin AI campus was never really a story about electricity. Oracle says it may ultimately have to post more than $7 billion in financial security, likely in the form of a letter of credit, at a financing cost that could exceed $100 million a yea
eBPF has evolved in recent years from an exotic kernel feature into a central infrastructure technology for cloud-native environments. According to the CNCF Annual Cloud Native Survey 2026, 67 percent of Kubernetes teams already use at least one eBPF-based tool in production. At the same time, Ciliu
Every GraphQL schema I've worked on eventually grows a field that can be looked up more than one way. You want a user by ID, or by email, or by username. The type system has no way to say "exactly one of these," so you pick one of two bad options: three root fields that do the same thing, or one fie
1. Functions & Parameters Defining & Calling:Modular, reusable logic blocks created to run only when explicitly called by name. Positional Arguments:Standard inputs passed in sequential order matching the parameter definition. Default Values:Pre-set parameters that act as fallbacks when
Six months of adding tools to my site, one page router file, and a lesson about the difference between "works on my machine" and "exists in version control." The setup DukoTools just went from 112 to 138 tools. Most of that work happened gradually, build a component, wire it into the r
Integrating additional security measures into existing authentication systems often introduces operational risks. With our new Caddy plugin, we shift this layer into the infrastructure. A load test with 40,000 requests demonstrates the stability of this architecture. For technical decision-makers,
If you manage local or multi-location SEO for a B2B SaaS company operating across several markets, you already know the pain: Google Business Profiles (GBP) drift out of sync fast. Categories get changed by well-meaning support staff, NAP (name/address/phone) data goes stale after office moves, hour
1. Hook & Problem Statement You're a Laravel developer. You need to build a shipping cost calculator. You start simple. if ($country === 'USA') { return 10; } Then the business adds: "We need different pricing for express shipping." So you add elseif ($shipping === 'express'). Then: "Differ
▎ Full credit up front: the concept, the on-disk task format, and the TQL query language are all tsoding (https://github.com/tsoding)'s design from his C project tatr (https://github.com/tsoding/tatr). I just ported it to PHP so it's installable with composer require instead of needing a C toolchain
Why every microsecond of jitter matters for distributed systems Make the NIC the truth: hardware timestamping, PHC, and driver plumbing Locking on: PLLs, servos and practical clock modelling Strip the stack: kernel bypass and software tuning to remove jitter Prove it: measuring jitter, Allan deviati
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![How to automatically find the batch size when using Accelerate with FSDP2? [D]](/storage/uploads/covers/2026/09/86cc2412-d368-4c27-a113-cc50f3b4081f.webp)
